{"id":"W1575212804","doi":"10.22230/cjc.2002v27n4a1325","title":"Summary of the IDCS Conference Discussions","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Information Architecture and Usability","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Breakout; Event (particle physics); Political science; Library science; Psychology; Medical education; Computer science; Medicine; Business; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0121907,0.001954003,0.001183342,0.007538314,0.009144529,0.01573444,0.002346843,0.00489465,0.1011718],"category_scores_gemma":[0.01687988,0.0006412126,0.00124075,0.007955365,0.0007892802,0.002746832,0.004855636,0.008173966,0.04227796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01418607,"about_ca_system_score_gemma":0.01829678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02299239,"about_ca_topic_score_gemma":0.03742862,"domain_scores_codex":[0.9918213,0.001107947,0.0004239697,0.0006283962,0.004557765,0.001460538],"domain_scores_gemma":[0.9792914,0.001582162,0.000569435,0.0002744343,0.0126219,0.005660656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002251428,0.0001135547,0.000374815,0.0007537833,0.000009624655,0.0001354359,0.0005074749,0.0001457765,0.0003972674,0.001551508,0.9560496,0.0397359],"study_design_scores_gemma":[0.00001720339,0.00003298739,0.001137488,0.0003781412,0.000007855707,0.00002943539,0.001295389,0.00003138725,0.0002351273,0.0001836166,0.996633,0.00001843575],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.009465859,0.07078964,0.002724135,0.2156164,0.4362162,0.001977076,0.01174609,0.001307595,0.2501571],"genre_scores_gemma":[0.04251647,0.05308063,0.003203952,0.05802696,0.1059071,0.002773092,0.01543064,0.0009182528,0.7181429],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1011718,"threshold_uncertainty_score":0.3384534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0284796233638004,"score_gpt":0.2297062330803401,"score_spread":0.2012266097165397,"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."}}