{"id":"W4246669304","doi":"10.1142/s021903031400086x","title":"INSIDE INDUSTRY","year":2014,"lang":"en","type":"article","venue":"Asia-Pacific Biotech News","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Management; Intellectual property; Craft; Health care; Business; Engineering; Political science; Geography; Economics; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00172253,0.001359642,0.0006682647,0.001768035,0.002383501,0.01348101,0.001234642,0.003715118,0.7286975],"category_scores_gemma":[0.005484068,0.0005601838,0.0007837554,0.001640236,0.00113966,0.005502987,0.005284208,0.003152364,0.6900915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002079697,"about_ca_system_score_gemma":0.004470092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002722686,"about_ca_topic_score_gemma":0.003687336,"domain_scores_codex":[0.9964164,0.0002922779,0.0001769418,0.0005699301,0.001954681,0.0005896206],"domain_scores_gemma":[0.9936126,0.0004138052,0.000359748,0.001053555,0.002438612,0.002121746],"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":[0.0000216043,0.00003852596,0.0002577428,0.00009357733,0.000003152172,0.00009902624,0.0001018649,0.00003240988,0.0004172784,0.009244109,0.8991173,0.09057338],"study_design_scores_gemma":[0.000001790361,0.000006835331,0.0001033636,0.00003090603,6.074679e-7,0.00004254023,0.00004028638,0.00001157077,0.00005647243,0.0003435901,0.9993597,0.000002350467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004210651,0.001565848,0.0007598035,0.007761538,0.004135736,0.00008155945,0.0007802445,0.001126886,0.9833673],"genre_scores_gemma":[0.002228668,0.001034208,0.0002522377,0.002571605,0.0006901943,0.00002915486,0.0006342651,0.0002505083,0.9923092],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7286975,"threshold_uncertainty_score":0.3869801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02100222314412074,"score_gpt":0.2792849032350888,"score_spread":0.2582826800909681,"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."}}