{"id":"W2810017557","doi":"10.1007/978-3-319-89842-1_7","title":"Yet One More Expectation for Teachers","year":2018,"lang":"en","type":"book-chapter","venue":"Plenum series on human exceptionality","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Mental health; Promotion (chess); Psychology; Context (archaeology); Pedagogy; Developmental psychology; Social psychology; Political science; Psychotherapist; Politics; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005049711,0.0003695301,0.0007112293,0.0006069659,0.008676027,0.0111302,0.001339459,0.009273435,0.04969231],"category_scores_gemma":[0.01756584,0.0003049053,0.0004654912,0.0005494836,0.009472072,0.01339998,0.007461494,0.018804,0.01894549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002723314,"about_ca_system_score_gemma":0.00815763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005545556,"about_ca_topic_score_gemma":0.01038907,"domain_scores_codex":[0.9950942,0.001546729,0.0001448431,0.0008745181,0.001457491,0.0008822567],"domain_scores_gemma":[0.98013,0.003829845,0.0009199686,0.001721548,0.00490725,0.008491341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000379067,0.00006610504,0.001410799,0.0001199334,0.000006391883,0.000157592,0.007920419,0.00006440636,0.0004609309,0.4833969,0.4806672,0.02569142],"study_design_scores_gemma":[0.00001813964,0.00004405045,0.001430088,0.0001795991,0.00000516106,0.0002186631,0.01943261,0.0000787052,0.000245017,0.1238679,0.8544512,0.00002892996],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00546206,0.002271738,0.003847664,0.7753912,0.007426018,0.00002612214,0.0001331281,0.0002312639,0.2052107],"genre_scores_gemma":[0.1936926,0.002087595,0.003743826,0.2708468,0.004676445,0.0001458111,0.0002090212,0.000403833,0.5241941],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04969231,"threshold_uncertainty_score":0.1662373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1240968308889209,"score_gpt":0.3828312274977979,"score_spread":0.258734396608877,"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."}}