{"id":"W7100617443","doi":"","title":"PUB TYPE Reports- Research/Technical (143)","year":2016,"lang":"en","type":"article","venue":"","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Race (biology); Perspective (graphical); Unit (ring theory); Key (lock); Type (biology); Term (time)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003978053,0.001019101,0.0008256288,0.004926625,0.00169991,0.006553037,0.001832802,0.00188428,0.8917919],"category_scores_gemma":[0.01600376,0.0008550073,0.0007598628,0.00794579,0.0008087453,0.002885764,0.002223111,0.001586483,0.8368039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002493106,"about_ca_system_score_gemma":0.004419549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01126856,"about_ca_topic_score_gemma":0.01196981,"domain_scores_codex":[0.9971958,0.0003949706,0.0002730575,0.000286153,0.001545931,0.0003039508],"domain_scores_gemma":[0.9790118,0.004084684,0.001103914,0.004876367,0.009585595,0.001337597],"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":[0.00006662896,0.0001094018,0.0007637829,0.0003204987,0.000005996424,0.00004915105,0.00008212621,0.00004695424,0.0003813944,0.001868974,0.9462521,0.05005306],"study_design_scores_gemma":[0.0000207837,0.0000374326,0.003103345,0.0002396906,0.00000433375,0.0000426669,0.0001205392,0.00003488274,0.0003341229,0.0002929315,0.9957604,0.000008931935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001171618,0.000530875,0.0007613701,0.002134788,0.003055361,0.0008819624,0.06092276,0.001250385,0.929291],"genre_scores_gemma":[0.004438201,0.001460452,0.0009894733,0.0006137461,0.000815149,0.0005696701,0.02679892,0.0006939172,0.9636205],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1082081,"threshold_uncertainty_score":0.1543456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5671252239016908,"score_gpt":0.5629411949717711,"score_spread":0.004184028929919759,"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."}}