{"id":"W2892877590","doi":"10.5539/ies.v11n10p16","title":"Use of Slowmation in Biology Teaching","year":2018,"lang":"en","type":"article","venue":"International Education Studies","topic":"Education Practices and Challenges","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Creativity; Mathematics education; Psychology; Teaching method; Teacher education; Literacy; Multimethodology; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001751979,0.0002421673,0.0002780384,0.0009355934,0.001674584,0.002396725,0.0008497726,0.0006019558,0.004036419],"category_scores_gemma":[0.005453718,0.0002352204,0.0002840277,0.0004449651,0.001440008,0.001381864,0.002510178,0.0009923186,0.0007590175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001056503,"about_ca_system_score_gemma":0.001146527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001545034,"about_ca_topic_score_gemma":0.003519389,"domain_scores_codex":[0.9979856,0.001053425,0.00008577873,0.0001688041,0.0004123721,0.0002939823],"domain_scores_gemma":[0.9941534,0.001870449,0.001731678,0.0002682604,0.0004607184,0.001515429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002250692,0.0007729772,0.2815375,0.0009845815,0.00004235822,0.003375591,0.4780005,0.0002131645,0.02006336,0.003167594,0.003963114,0.2076542],"study_design_scores_gemma":[0.0000233946,0.001362531,0.2981825,0.0009664866,0.00005555117,0.004019105,0.5531403,0.0005509388,0.004663428,0.001259818,0.1356775,0.0000985094],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904439,0.0009707756,0.001065049,0.0005788705,0.00003480394,0.00002539375,0.00002779075,0.00004246687,0.006810834],"genre_scores_gemma":[0.9945349,0.0006953736,0.0009489731,0.0001919833,0.00001621531,0.00002972655,0.00004008783,0.00001428852,0.003528523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004036419,"threshold_uncertainty_score":0.01350319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3202355909082963,"score_gpt":0.478797385348372,"score_spread":0.1585617944400757,"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."}}