{"id":"W4295957473","doi":"10.54932/aktj9050","title":"Towards the new bioeconomy: Bio-manufacturing as a strategic economic development initiative for Quebec","year":2022,"lang":"en","type":"report","venue":"","topic":"Bioeconomy and Sustainability Development","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Field (mathematics); Domain (mathematical analysis); Synthetic biology; Business; Engineering; Political science; Biology","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":[0.001980722,0.0004414789,0.0001637268,0.0009392627,0.003346808,0.004710612,0.0009572402,0.00159652,0.0118008],"category_scores_gemma":[0.001910476,0.0002043369,0.0002618278,0.001410657,0.0007515996,0.001383232,0.001070607,0.001400789,0.0007319479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07466267,"about_ca_system_score_gemma":0.1427831,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9825943,"about_ca_topic_score_gemma":0.9913746,"domain_scores_codex":[0.9984764,0.000202089,0.00002414947,0.00008238556,0.000700908,0.000513998],"domain_scores_gemma":[0.9977683,0.0001974424,0.00008060469,0.00005818054,0.001157684,0.0007378269],"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":[0.000445358,0.0006238063,0.04611483,0.0007007034,0.00009738536,0.001661764,0.00190506,0.008274682,0.008730616,0.1412322,0.6508533,0.1393603],"study_design_scores_gemma":[0.00007226981,0.0001316164,0.07514698,0.0003218564,0.00002507344,0.0001777987,0.004017424,0.007540856,0.003205992,0.00311289,0.9061781,0.00006926128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2078626,0.01515728,0.006692661,0.1699686,0.001884028,0.001490379,0.02213954,0.0004602692,0.5743446],"genre_scores_gemma":[0.4902667,0.005908479,0.01327386,0.01142666,0.0000913328,0.0003713013,0.008853427,0.0001219405,0.4696863],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07466267,"threshold_uncertainty_score":0.5417181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08404855003730352,"score_gpt":0.2737211125504685,"score_spread":0.189672562513165,"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."}}