{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001763079,0.0001094981,0.00009850208,0.00007948764,0.001509146,0.0001903385,0.000357491,0.00003942233,0.0002204294],"category_scores_gemma":[0.000701935,0.0001017084,0.00006002604,0.0001107654,0.0003897689,0.0003095888,0.00003796562,0.000358874,0.00000351451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005197516,"about_ca_system_score_gemma":0.0002688368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000897005,"about_ca_topic_score_gemma":0.00001897401,"domain_scores_codex":[0.998535,0.000436304,0.0002016565,0.0002340798,0.0003697497,0.0002231908],"domain_scores_gemma":[0.9976788,0.001919278,0.0001709528,0.00009796931,0.00007985457,0.00005318835],"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":[0.00001558643,0.0001373579,0.01157208,0.00001416342,0.00007640938,0.000002519207,0.06147078,0.003816429,0.00006833253,0.9204055,0.00075123,0.001669594],"study_design_scores_gemma":[0.0005511011,0.0001584589,0.008780979,0.00006278224,0.00004264267,0.00007170204,0.1490635,0.003004316,0.00001231748,0.01662007,0.8213701,0.0002620398],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7452046,0.00009221235,0.1024913,0.02804996,0.001344536,0.0009280963,0.000544443,0.0001831616,0.1211617],"genre_scores_gemma":[0.9934542,0.00004383604,0.0007868612,0.0002088901,0.001164103,0.0005364253,0.0002722764,0.00001864822,0.003514752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9037855,"threshold_uncertainty_score":0.9997907,"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."}}