{"id":"W1894120579","doi":"10.21083/partnership.v6i2.1573","title":"Developing a Conference Presentation: A Primer for New Library Professionals","year":2011,"lang":"en","type":"article","venue":"Partnership The Canadian Journal of Library and Information Practice and Research","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Health professionals; Library science; Primer (cosmetics); Process (computing); Computer science; World Wide Web; Political science; Medicine; Health care; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02835722,0.002211296,0.001038178,0.003020293,0.009810623,0.01621662,0.006344012,0.01318529,0.03898386],"category_scores_gemma":[0.04684255,0.002077504,0.001053212,0.001870723,0.005646788,0.01809203,0.01427673,0.0165483,0.04756882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003827272,"about_ca_system_score_gemma":0.01805136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001950052,"about_ca_topic_score_gemma":0.006442823,"domain_scores_codex":[0.9802434,0.01346801,0.001264142,0.0006519128,0.00346175,0.0009106238],"domain_scores_gemma":[0.9647031,0.01227561,0.00171898,0.001084897,0.006828495,0.01338895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001134811,0.001191724,0.0004945439,0.001467432,0.00001372197,0.001428956,0.03523657,0.0005368535,0.003250217,0.03240659,0.676212,0.247648],"study_design_scores_gemma":[0.00003335885,0.0001914021,0.0001987414,0.0008799046,0.000004517644,0.001407224,0.009437146,0.0002575478,0.0004783197,0.007548798,0.9794937,0.00006931627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006035019,0.02324031,0.3792478,0.2962992,0.02913322,0.01714091,0.0006258361,0.009268865,0.2390089],"genre_scores_gemma":[0.02362009,0.02328829,0.69405,0.04721894,0.007658957,0.02090123,0.0007019583,0.002627484,0.179933],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03898386,"threshold_uncertainty_score":0.1499691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2782587620456392,"score_gpt":0.4246249482581246,"score_spread":0.1463661862124855,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}