{"id":"W2489941173","doi":"10.3828/indexer.2005.24.4.6","title":"Impressions of a first Canadian conference","year":2005,"lang":"en","type":"article","venue":"The Indexer","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Works and Government Services Canada","funders":"","keywords":"Library science; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003735339,0.0008612063,0.0006177109,0.003413559,0.01837808,0.01246147,0.001522848,0.002715007,0.08424327],"category_scores_gemma":[0.0101439,0.0004540079,0.0006950609,0.003940828,0.001705274,0.002038151,0.0035838,0.005739012,0.00959138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04548672,"about_ca_system_score_gemma":0.04809155,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7828375,"about_ca_topic_score_gemma":0.9198375,"domain_scores_codex":[0.9903707,0.0006464003,0.0001435971,0.000537968,0.006018048,0.002283385],"domain_scores_gemma":[0.981383,0.0004726696,0.0003077182,0.000288587,0.00835021,0.009197867],"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":[0.0002043945,0.00006166669,0.001853129,0.0002099339,0.00001594132,0.000317329,0.003455657,0.00009411391,0.0009031721,0.004816642,0.9625651,0.0255029],"study_design_scores_gemma":[0.00001502515,0.00004009129,0.006951219,0.00007527189,0.000009112656,0.00006258234,0.01053219,0.00005496499,0.0002201243,0.0001927749,0.9817981,0.00004860192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.05566964,0.01067285,0.0007801684,0.1440826,0.03988525,0.0005094797,0.004455565,0.0005428843,0.7434016],"genre_scores_gemma":[0.2950139,0.006092592,0.0007575702,0.01635548,0.003540677,0.0002161902,0.001845757,0.0004080001,0.6757698],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9875385,"threshold_uncertainty_score":0.4368828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05250200279649716,"score_gpt":0.2284174245756859,"score_spread":0.1759154217791887,"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."}}