{"id":"W7097169870","doi":"","title":"Innovation and Bioproduct Development CAIRN Canadian Agricultural","year":2014,"lang":"en","type":"article","venue":"","topic":"Genetically Modified Organisms Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bioproducts; Agriculture; Biomass (ecology); Key (lock); Production (economics); Process (computing)","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":[0.0002133388,0.00006861973,0.0000574959,0.00001975165,0.0001837619,0.00006855077,0.0001011816,0.00004850563,0.0004499462],"category_scores_gemma":[0.0000765151,0.00002097523,0.000006315128,0.0004071716,0.00003005759,0.00003925835,0.00004125442,0.00005505961,0.0001055492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003485569,"about_ca_system_score_gemma":0.0000189462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02418729,"about_ca_topic_score_gemma":0.1988392,"domain_scores_codex":[0.9992896,0.0000233576,0.00011104,0.0001972785,0.0001351382,0.0002435273],"domain_scores_gemma":[0.9996847,0.00002414652,0.00001286466,0.00002663371,0.000114525,0.0001371391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000001317479,0.00001000553,0.007255476,0.000002223828,0.000003665076,3.845493e-7,0.00006058569,4.917936e-7,0.6991068,0.00723955,0.001036083,0.2852835],"study_design_scores_gemma":[0.00003156032,0.00004155042,0.9116353,0.000001527063,6.498581e-7,0.000004139722,0.00008084706,0.00001132066,0.03911992,0.0001985055,0.04878041,0.00009429718],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986838,0.000008984513,0.000005806336,0.005340333,0.00002859046,0.00009866409,0.000001290169,0.00002726616,0.007651079],"genre_scores_gemma":[0.9973595,0.000001929903,0.0007594618,0.0002696424,0.00008851239,0.00000507085,0.00003429399,3.347745e-7,0.001481282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9043798,"threshold_uncertainty_score":0.9823107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02320687723187537,"score_gpt":0.2068585215802113,"score_spread":0.1836516443483359,"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."}}