{"id":"W4246563906","doi":"10.1386/crre.4.1.133_7","title":"CONFERENCE REVIEW","year":2013,"lang":"en","type":"article","venue":"Craft Research","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Craft; Library science; Media studies; Political science; Engineering; Sociology; Art; Visual arts; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00345541,0.0008741257,0.001672598,0.005028721,0.0008960258,0.00430706,0.002210476,0.003059479,0.1221185],"category_scores_gemma":[0.02049827,0.0004017027,0.001530875,0.005615572,0.0006286261,0.002455441,0.002078246,0.002689035,0.0304109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003416302,"about_ca_system_score_gemma":0.01155133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008203766,"about_ca_topic_score_gemma":0.019403,"domain_scores_codex":[0.9978119,0.0006820944,0.0003025422,0.000224619,0.0007295424,0.0002494233],"domain_scores_gemma":[0.9901705,0.003489654,0.0008292164,0.0003283974,0.004232336,0.0009498554],"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":[0.0001476634,0.00004718719,0.000119119,0.01777882,0.0001373249,0.0000827352,0.00005926541,0.00006624706,0.00008373808,0.001128435,0.7876014,0.1927481],"study_design_scores_gemma":[0.00003787105,0.00002747565,0.0003027563,0.01818305,0.000157949,0.0001320574,0.00006292768,0.000008337576,0.00003445072,0.0003779954,0.9806662,0.000008834298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000176893,0.9287376,0.00028079,0.02067117,0.01966128,0.0002178217,0.001271548,0.00007205338,0.02891088],"genre_scores_gemma":[0.002454257,0.9406409,0.0006489897,0.01989588,0.01178152,0.0003343044,0.00185949,0.00005705584,0.0223276],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1221185,"threshold_uncertainty_score":0.408527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3807398238418326,"score_gpt":0.4869598404806398,"score_spread":0.1062200166388072,"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."}}