{"id":"W2627066743","doi":"10.11575/prism/10278","title":"Lets Talk Strengths-based Educational Pedagogy-insights from Research","year":2017,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Presentation (obstetrics); Pedagogy; Space (punctuation); Psychology; Mathematics education; Sociology; Computer science; Medicine","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":[0.01358372,0.0006574162,0.0006340191,0.001574092,0.005894348,0.009501088,0.001451189,0.00247353,0.005239654],"category_scores_gemma":[0.01484056,0.0003569385,0.0005435987,0.0006912154,0.01358271,0.01032231,0.009396043,0.007453165,0.001479005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003894826,"about_ca_system_score_gemma":0.006830499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002219106,"about_ca_topic_score_gemma":0.005978584,"domain_scores_codex":[0.9937993,0.004242999,0.0001409217,0.0003384777,0.001004712,0.0004735362],"domain_scores_gemma":[0.9891094,0.007537962,0.0003675663,0.000515614,0.0009317879,0.001537834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009395987,0.0006031498,0.003761825,0.002152526,0.00006459264,0.001777648,0.508008,0.0004500658,0.004277137,0.1999342,0.0645745,0.2143024],"study_design_scores_gemma":[0.00004274216,0.0003061211,0.001622816,0.002065532,0.00004311512,0.001442972,0.4269626,0.0002913335,0.002345732,0.07780571,0.4870117,0.00005975795],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.149997,0.02121963,0.08312871,0.4893881,0.01354341,0.00136931,0.0003115119,0.001000398,0.240042],"genre_scores_gemma":[0.8177452,0.01801347,0.05608959,0.04510858,0.00137565,0.001270559,0.0001337038,0.0003847663,0.05987848],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01358372,"threshold_uncertainty_score":0.07183844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05203997848061719,"score_gpt":0.4045975932461406,"score_spread":0.3525576147655234,"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."}}