{"id":"W4306725348","doi":"10.51657/ric.v6i2.51596","title":"MENTORING CONFERENCE WITH A DIGITAL TABLET FOR SECURE THE TEACHING-LEARNING GYMNASTIC ENVIRONMENT","year":2022,"lang":"en","type":"article","venue":"Revue internationale du CRIRES innover dans la tradition de Vygotsky","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Relevance (law); Discipline; Modalities; Psychology; Mathematics education; Pedagogy; Sociology; Computer science","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":[0.0007819821,0.0008661783,0.0004931375,0.0008649947,0.001082269,0.001343401,0.00097184,0.001083437,0.08934774],"category_scores_gemma":[0.002295248,0.0002607106,0.0009890344,0.0005188613,0.0003828846,0.001138747,0.003228692,0.00115303,0.01590136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001985947,"about_ca_system_score_gemma":0.0004584287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003615983,"about_ca_topic_score_gemma":0.0006124157,"domain_scores_codex":[0.9993225,0.0001582783,0.00004383438,0.0001718913,0.0001521548,0.0001512979],"domain_scores_gemma":[0.9982356,0.000479004,0.00006892112,0.0004304699,0.0001102178,0.0006758197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002575691,0.003330353,0.006329312,0.001056391,0.00009413968,0.002682584,0.006231321,0.001062139,0.05339459,0.003546013,0.09016521,0.8295323],"study_design_scores_gemma":[0.001478127,0.009695862,0.05909064,0.0004198489,0.0002956676,0.007240281,0.0048412,0.009461589,0.04975145,0.003465102,0.8538547,0.0004054991],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4928558,0.002728811,0.19814,0.004669393,0.004316919,0.007828799,0.007466012,0.04001964,0.2419745],"genre_scores_gemma":[0.6670895,0.0007760931,0.141328,0.0009727178,0.0009804596,0.004185539,0.002251385,0.001257411,0.1811589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08934774,"threshold_uncertainty_score":0.2988979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07755621425479295,"score_gpt":0.3368253658674675,"score_spread":0.2592691516126745,"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."}}