{"id":"W4286749910","doi":"10.31227/osf.io/w4ys7","title":"Super","year":2019,"lang":"id","type":"preprint","venue":"","topic":"School Leadership and Teacher Performance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001144091,0.0003427955,0.0004189415,0.00008945952,0.0003058929,0.0002877003,0.001029992,0.0008094291,0.01790729],"category_scores_gemma":[0.0001145026,0.000313362,0.0002885153,0.0002372227,0.0003094194,0.0002834666,0.0003533187,0.001341357,0.0369599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002024362,"about_ca_system_score_gemma":0.0006788411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003537821,"about_ca_topic_score_gemma":0.001001372,"domain_scores_codex":[0.9971905,0.0002851898,0.0003478471,0.0007098209,0.0007425042,0.0007241381],"domain_scores_gemma":[0.9986277,0.0001630171,0.0001258159,0.0007233695,0.0001200487,0.000240012],"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":[0.000084215,0.0005532682,0.4274206,0.0008820481,0.0005559975,0.00001753609,0.3112847,0.000243639,0.0001083913,0.06289647,0.1709093,0.02504375],"study_design_scores_gemma":[0.0004556032,0.0000631104,0.02518849,0.0002164731,0.00009373033,0.000001448012,0.06453484,0.0004096915,0.0001764138,0.001380231,0.9063268,0.001153157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1037553,0.0005448711,0.0002440546,0.008642491,0.005637749,0.0005497004,0.000005101471,0.0001774734,0.8804433],"genre_scores_gemma":[0.6706305,0.0006291788,0.000239431,0.0009721979,0.001196726,0.00001597949,0.00001408126,0.00002263692,0.3262793],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7354175,"threshold_uncertainty_score":0.9999319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08210333435423157,"score_gpt":0.3247844531493503,"score_spread":0.2426811187951188,"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."}}