{"id":"W175978744","doi":"","title":"New Information Communication Technologies to Enhance Research and Teaching Collaboration and Work by Professional Associations","year":2009,"lang":"en","type":"book-chapter","venue":"Victoria University Research Repository (Victoria University)","topic":"Physical Education and Pedagogy","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Physical education; Library science; Political science; Sociology; Engineering ethics; Public relations; Engineering; Pedagogy; Computer science; Mechanical engineering","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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001718284,0.0003272952,0.0004527065,0.001847567,0.006142803,0.0001582788,0.0008797583,0.001210386,0.00005564086],"category_scores_gemma":[0.0006516292,0.0003946244,0.00004996288,0.0008764794,0.0003870449,0.001385001,0.001128748,0.004447983,0.0001506105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003152683,"about_ca_system_score_gemma":0.002681539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008676227,"about_ca_topic_score_gemma":0.0003218257,"domain_scores_codex":[0.9953408,0.001654519,0.000414921,0.0006356514,0.001231256,0.0007228917],"domain_scores_gemma":[0.9935458,0.002151199,0.0004057731,0.000793985,0.002566003,0.0005372885],"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":[0.0005235312,0.00008514048,0.001331664,0.00008433103,0.0001027484,0.00001011069,0.01012068,8.913722e-7,0.0008095028,0.7622734,0.2188977,0.005760223],"study_design_scores_gemma":[0.0004714129,0.0002556761,0.0005516128,0.0005139219,0.00003513974,7.657832e-7,0.009815596,0.00000429172,0.00005878504,0.007408877,0.980552,0.0003319518],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009103179,0.0003289154,0.0001975498,0.01038446,0.001696219,0.002935196,0.000231856,0.0005134856,0.9746091],"genre_scores_gemma":[0.08110277,0.0008020508,0.0006698067,0.00005220375,0.0005646849,0.000003680209,0.0004010492,0.00003482903,0.9163689],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7616543,"threshold_uncertainty_score":0.9998506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06056557138964485,"score_gpt":0.4227611059268396,"score_spread":0.3621955345371948,"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."}}