{"id":"W7164261682","doi":"","title":"Classroom Utilization of International Video Conferencing: Report and Evaluation on Collaboration with Lakehead University, Canada","year":2006,"lang":"ja","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Videoconferencing; Work (physics); Key (lock); Data collection","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001133568,0.0002244452,0.0002473317,0.0001441223,0.000921789,0.0001607066,0.0002181206,0.0001372623,0.00009142858],"category_scores_gemma":[0.0009053407,0.0002309354,0.00003511948,0.0007070685,0.0006215037,0.0009738279,0.00007289866,0.0001743643,0.000001632822],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001571268,"about_ca_system_score_gemma":0.01424693,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4335031,"about_ca_topic_score_gemma":0.7616303,"domain_scores_codex":[0.9962472,0.000385804,0.0005445504,0.0005433998,0.002058418,0.0002205749],"domain_scores_gemma":[0.995829,0.0003918173,0.0006335178,0.0003023167,0.002707259,0.0001360711],"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":[0.0008381837,0.0006843218,0.09570727,0.0001624157,0.000277442,0.0004204994,0.001706025,0.005250708,0.0029859,0.8705857,0.01943328,0.001948213],"study_design_scores_gemma":[0.001764129,0.0002048776,0.1890367,0.0007922192,0.0003661095,0.0001925011,0.007547878,0.001743649,0.003954739,0.0007493375,0.793025,0.000622935],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8810007,0.0004914583,0.001943632,0.004181971,0.007037366,0.0008977323,0.00163553,0.0000395217,0.1027721],"genre_scores_gemma":[0.990591,0.0001213782,0.001961331,0.00004228466,0.001174112,0.00001106253,0.003137509,0.00001097772,0.002950339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8698364,"threshold_uncertainty_score":0.9913414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05179540751781156,"score_gpt":0.3402278400542117,"score_spread":0.2884324325364002,"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."}}