{"id":"W2991976865","doi":"10.1088/1361-6552/ab537d","title":"The giant, the wintermaker, and the hunter: contextual ethnoastronomy towards cultivating empathy","year":2019,"lang":"en","type":"article","venue":"Physics Education","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Manitoba","keywords":"Empathy; Science education; Psychology; Mathematics education; Pedagogy; Sociology; Social psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01487116,0.0004911609,0.000474094,0.002721733,0.02105792,0.0101663,0.001559998,0.001807693,0.002717625],"category_scores_gemma":[0.01257409,0.0004641584,0.0002235979,0.001528063,0.05595172,0.007396507,0.01746534,0.003449394,0.0001263951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003979693,"about_ca_system_score_gemma":0.004105564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005057083,"about_ca_topic_score_gemma":0.01265042,"domain_scores_codex":[0.9816709,0.01596803,0.0001756997,0.0005540689,0.0005686166,0.001062793],"domain_scores_gemma":[0.9873171,0.01026731,0.0007796973,0.0005669192,0.0003376773,0.0007312015],"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":[0.000008827932,0.00003003912,0.001489677,0.00003581746,0.000002232106,0.0002217837,0.9868717,0.00001934766,0.0002944063,0.009047301,0.0001938788,0.001784911],"study_design_scores_gemma":[0.00000243077,0.00001295198,0.00103541,0.00007047724,0.00000210917,0.00009495595,0.990998,0.00003444075,0.000148845,0.002540541,0.005055408,0.000004372659],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609174,0.0005900892,0.003615594,0.004039537,0.00006821544,0.00007251509,0.00001392505,0.00001894408,0.03066374],"genre_scores_gemma":[0.9984805,0.0001666927,0.0005393833,0.0002296077,0.000009246837,0.00003240942,0.000002555388,0.000008514069,0.0005310784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02105792,"threshold_uncertainty_score":0.0786472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03000927946536735,"score_gpt":0.3640737755793154,"score_spread":0.3340644961139481,"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."}}