{"id":"W2913929834","doi":"","title":"The relationship between teacher","year":2018,"lang":"en","type":"article","venue":"2018 Conference of the Canadian Society for the Study of Education","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005713825,0.00008930582,0.0001160011,0.00001158899,0.001392704,0.00002409142,0.000606954,0.00008557073,0.0001629013],"category_scores_gemma":[0.0001575146,0.00004248792,0.0001669589,0.0001827701,0.0006997871,0.00002474457,0.00003279967,0.0001526682,0.00001771577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000682261,"about_ca_system_score_gemma":0.0002392882,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07132217,"about_ca_topic_score_gemma":0.1671657,"domain_scores_codex":[0.9992082,0.00009541817,0.0002240124,0.0001464641,0.0001229808,0.000202965],"domain_scores_gemma":[0.9984905,0.0005082847,0.0001957938,0.000492373,0.0002572008,0.00005580971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000157287,0.0002033185,0.7678217,0.000003915637,0.0001909274,4.680385e-9,0.02924596,6.636133e-8,0.000005699309,0.01457766,0.1634444,0.02449062],"study_design_scores_gemma":[0.0001691078,0.0002178753,0.9348549,0.000008943547,0.0001208879,1.7964e-7,0.03239873,8.251747e-7,0.000004303202,0.00563335,0.02653599,0.00005489846],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781685,0.0002323409,0.00001821778,0.009620253,0.001678531,0.001013254,0.00002983925,0.000006103936,0.009232923],"genre_scores_gemma":[0.9883879,0.000002767643,0.0000313218,0.000154508,0.0003280409,0.0001576804,0.000002595527,0.00000665813,0.0109285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1670332,"threshold_uncertainty_score":0.9999074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3784313776056287,"score_gpt":0.4038637068532338,"score_spread":0.02543232924760508,"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."}}