{"id":"W91445517","doi":"10.1007/978-94-6209-170-2_13","title":"Nial-a-pend-de-quacy-in","year":2013,"lang":"en","type":"book-chapter","venue":"SensePublishers eBooks","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Sociology; Pedagogy; Political science; Public relations","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006566729,0.000576013,0.0004225314,0.0009261241,0.00347419,0.005422408,0.0008046826,0.001394453,0.201187],"category_scores_gemma":[0.001616986,0.0003046052,0.0004035054,0.0007334359,0.002170361,0.006096655,0.003237729,0.003599991,0.09561142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002693,"about_ca_system_score_gemma":0.001917776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007347092,"about_ca_topic_score_gemma":0.01584842,"domain_scores_codex":[0.9995295,0.00009893297,0.00002018942,0.0001095683,0.0001648176,0.00007712738],"domain_scores_gemma":[0.9995282,0.00007180809,0.00001792057,0.00008940131,0.0002166798,0.00007620022],"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":[0.00007530423,0.00008273099,0.0007943913,0.0001927254,0.000009663119,0.0002300672,0.002393761,0.0001021649,0.001078726,0.5443316,0.3209818,0.1297271],"study_design_scores_gemma":[0.000002116793,0.000005712066,0.000129181,0.00005175826,0.000001272989,0.00007356128,0.0003272498,0.00003390788,0.0001830182,0.005307704,0.9938805,0.000004042518],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008531155,0.001258021,0.001640958,0.00235357,0.002673551,0.00004201468,0.0001597715,0.0001981614,0.9908208],"genre_scores_gemma":[0.0135534,0.001050889,0.001314936,0.0015411,0.0002741754,0.00004391997,0.0001547981,0.0002791954,0.9817876],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.798813,"threshold_uncertainty_score":0.6730375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08918307786292536,"score_gpt":0.3341874402017539,"score_spread":0.2450043623388286,"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."}}