{"id":"W2973512034","doi":"10.5539/jel.v8n5p152","title":"Experiences of Pre-School Teacher Candidates on the Development and Application of Slowmation in Science Education","year":2019,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Mathematics education; Pedagogy; Science education","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":[0.002426154,0.0003635239,0.0004486594,0.0006584423,0.003119871,0.001857192,0.0006866634,0.0009804104,0.003786759],"category_scores_gemma":[0.005927747,0.0004519138,0.0003217394,0.0004054023,0.00179792,0.001061624,0.002328058,0.001774727,0.0008883067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000570245,"about_ca_system_score_gemma":0.0009290707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001866034,"about_ca_topic_score_gemma":0.005322894,"domain_scores_codex":[0.9980107,0.001043009,0.00007961038,0.0001139716,0.0002961741,0.0004566291],"domain_scores_gemma":[0.9968224,0.001029177,0.0005371765,0.0001363552,0.0003787776,0.001096093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002206916,0.0007257894,0.05146674,0.0003653618,0.00001152565,0.007563427,0.8959327,0.00006600977,0.008682943,0.0008976233,0.002299945,0.0317672],"study_design_scores_gemma":[0.00001617616,0.001302209,0.04975952,0.0002068988,0.00001663359,0.004860767,0.905793,0.0001328925,0.002429992,0.0001536859,0.03527663,0.00005160038],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961015,0.0001893895,0.0004385564,0.000301734,0.00002605682,0.00003184393,0.00001268697,0.00001206014,0.002886244],"genre_scores_gemma":[0.9916081,0.0004186148,0.0006463377,0.0001423714,0.00001409772,0.0000380147,0.0000317328,0.00001633287,0.007084521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003786759,"threshold_uncertainty_score":0.01283085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01502119735430935,"score_gpt":0.3288294852784298,"score_spread":0.3138082879241204,"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."}}