{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001740389,0.00005837558,0.000088122,0.0001926177,0.00008829475,0.00004059842,0.00008780529,0.00001682391,0.0006111094],"category_scores_gemma":[0.0007189313,0.00005150536,0.00002199436,0.00002081027,0.0001844236,0.000486574,0.0000283791,0.00006463478,0.00004726773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000542722,"about_ca_system_score_gemma":0.00006056281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005148716,"about_ca_topic_score_gemma":0.001174876,"domain_scores_codex":[0.9994583,0.0000479723,0.0002400088,0.0001103367,0.00008141396,0.00006192684],"domain_scores_gemma":[0.9984055,0.0002147646,0.0001718914,0.00008082453,0.001115564,0.00001147104],"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":[0.00001269279,0.000268574,0.005137441,0.00001257635,0.00008167599,3.810451e-8,0.1244795,0.000001346748,0.00009139261,0.8303952,0.01231557,0.02720399],"study_design_scores_gemma":[0.00007113877,0.00004272161,0.002081269,0.0000567508,0.000007836458,7.487267e-7,0.09111702,0.00002962089,0.0001082236,0.01296769,0.893449,0.00006796151],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9235642,0.0006784876,0.00002844726,0.01013737,0.008709376,0.00007378426,0.000009667752,0.00001981681,0.05677883],"genre_scores_gemma":[0.990738,0.0002598449,0.0007563418,0.0004593898,0.0009746192,0.00002942121,0.00001755743,0.000004877038,0.006759927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8811334,"threshold_uncertainty_score":0.6691219,"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."}}