{"id":"W3139577078","doi":"10.29173/iasl7710","title":"Principals, School Library, SL Professionals, Learning Outcomes, Partnerships, and SL Web Advocacy","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Principal (computer security); Teamwork; Curriculum; Public relations; Professional development; Psychology; Pedagogy; Medical education; Political science; Sociology; Medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0113966,0.0002048164,0.0004430083,0.002081483,0.004318805,0.00781823,0.0007493079,0.0008406782,0.01902688],"category_scores_gemma":[0.03171886,0.0002038779,0.0002946614,0.002224098,0.002737927,0.005092778,0.005980426,0.00223321,0.001724414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002498631,"about_ca_system_score_gemma":0.007339167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006377392,"about_ca_topic_score_gemma":0.01239865,"domain_scores_codex":[0.9903975,0.005269777,0.0005438859,0.0004264842,0.002020679,0.001341709],"domain_scores_gemma":[0.9573495,0.01476109,0.009235663,0.001142206,0.003943446,0.01356797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003008843,0.002414816,0.7526579,0.0007151738,0.0001044138,0.0003415639,0.05171445,0.00009618444,0.0001280513,0.01107506,0.01668797,0.1637635],"study_design_scores_gemma":[0.0000760319,0.0005479964,0.6173716,0.001309666,0.00008716934,0.0004596908,0.3153963,0.0002425535,0.0002948318,0.00864181,0.05553006,0.00004218692],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8802921,0.002608676,0.0009166338,0.02653303,0.0001815301,0.0001615959,0.0004510536,0.0001246185,0.08873079],"genre_scores_gemma":[0.9926689,0.0004763978,0.0002944461,0.0005082965,0.00005151568,0.00006015147,0.00008688326,0.00002025236,0.005833209],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01902688,"threshold_uncertainty_score":0.06365126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0396409723926941,"score_gpt":0.3305002100780219,"score_spread":0.2908592376853278,"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."}}