{"id":"W76163385","doi":"","title":"Online/onsite activity in elementary and secondary classrooms using advanced collaborative technologies","year":2008,"lang":"en","type":"article","venue":"International Conference of Learning Sciences","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Context (archaeology); Mathematics education; Computer science; Face (sociological concept); School teachers; Descriptive statistics; Multimedia; Psychology; Mathematics; Sociology; Statistics; Geography","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":[0.001788661,0.0002412017,0.0006089656,0.001651336,0.001333442,0.001904309,0.0005314724,0.0004748403,0.001502401],"category_scores_gemma":[0.008587401,0.0002726538,0.0002273159,0.0008192249,0.0009499015,0.0009473185,0.002382969,0.000471169,0.0003428635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007967941,"about_ca_system_score_gemma":0.0009784587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004088312,"about_ca_topic_score_gemma":0.01201647,"domain_scores_codex":[0.9969077,0.001135388,0.0001802617,0.0005509409,0.0008273951,0.0003983449],"domain_scores_gemma":[0.9927603,0.004043074,0.001184621,0.0003501247,0.0005999524,0.001062027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005064426,0.002959287,0.7400059,0.0002838738,0.00006284979,0.0007337097,0.1399702,0.0001855155,0.009010982,0.0005048456,0.0003564274,0.10542],"study_design_scores_gemma":[0.00003943422,0.002041538,0.8873819,0.0001112674,0.00006360449,0.0004536546,0.1020314,0.0004390657,0.003185932,0.0003464344,0.003866911,0.00003898996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991725,0.00005365267,0.00008844522,0.000009977397,0.0000011047,0.00001325663,0.00001061578,0.000003574609,0.0006468036],"genre_scores_gemma":[0.999083,0.00006189306,0.0003681376,0.000008780922,0.000001812281,0.00001797902,0.00002758644,0.000002506466,0.0004282873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004088312,"threshold_uncertainty_score":0.009459436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1139465133601637,"score_gpt":0.424129188977186,"score_spread":0.3101826756170223,"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."}}