{"id":"W2588376267","doi":"10.64903/1480-6800.19.1.45","title":"And Now for Something (Not) Completely Different","year":2016,"lang":"en","type":"article","venue":"Arab world geographer","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"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":[0.002806698,0.000616444,0.0004249786,0.0008390217,0.006478678,0.008524218,0.0007125763,0.003814189,0.03427664],"category_scores_gemma":[0.004796439,0.0001644709,0.0004685042,0.0009447325,0.01060075,0.01500183,0.004340574,0.009427183,0.01045443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002560593,"about_ca_system_score_gemma":0.003267288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007218807,"about_ca_topic_score_gemma":0.01082724,"domain_scores_codex":[0.9979852,0.0008732497,0.00007332131,0.0002837631,0.0003036546,0.0004808203],"domain_scores_gemma":[0.9972258,0.0003379074,0.0001763858,0.0003833908,0.0009771009,0.0008994172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001544195,0.0001144767,0.003648933,0.0003408926,0.00006655485,0.0004472006,0.02036765,0.0001127556,0.002231912,0.4655251,0.3944203,0.1125698],"study_design_scores_gemma":[0.000011816,0.00005045547,0.002788868,0.0004747031,0.00001913781,0.0004696361,0.05178001,0.00005217913,0.0004202881,0.06116482,0.8827052,0.00006293962],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02074587,0.02894439,0.00278945,0.7035012,0.03270602,0.00002508159,0.0002716319,0.0001973552,0.210819],"genre_scores_gemma":[0.3794421,0.0196773,0.005172066,0.2683707,0.007619771,0.00008692533,0.0003886544,0.0002490005,0.3189934],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03427664,"threshold_uncertainty_score":0.1146668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08362180080490464,"score_gpt":0.3577855395603212,"score_spread":0.2741637387554166,"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."}}