{"id":"W4291451951","doi":"","title":"Primary teachers implementing TouchTimes","year":2022,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science","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":[0.002458981,0.0002950027,0.0004773776,0.0005365865,0.0034382,0.003119898,0.001013019,0.001284774,0.1508836],"category_scores_gemma":[0.007070414,0.0005041963,0.0003263508,0.0009073227,0.0008018505,0.002419926,0.003585466,0.001863862,0.01940817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002806793,"about_ca_system_score_gemma":0.00986127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009276844,"about_ca_topic_score_gemma":0.03092301,"domain_scores_codex":[0.9978552,0.0005466387,0.0001111416,0.0003825348,0.000432035,0.0006724065],"domain_scores_gemma":[0.9898847,0.002165704,0.0004854361,0.001093735,0.00233295,0.004037481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001601396,0.006963662,0.05608405,0.001616557,0.00002110994,0.002130395,0.1592669,0.0004372283,0.02152636,0.006807476,0.1215207,0.6220242],"study_design_scores_gemma":[0.0004194447,0.003193788,0.1496053,0.001299341,0.00006583457,0.0007717117,0.2582954,0.0007072587,0.01267607,0.002021256,0.5708348,0.0001098182],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6909986,0.0006672434,0.006778472,0.005329387,0.0005888708,0.001330466,0.001524708,0.002737014,0.2900452],"genre_scores_gemma":[0.7528756,0.0005934885,0.008624009,0.001297501,0.00004456719,0.0006639397,0.000785611,0.0004334171,0.2346818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1508836,"threshold_uncertainty_score":0.504756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01859254674121505,"score_gpt":0.2671643887219941,"score_spread":0.2485718419807791,"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."}}