{"id":"W6988146403","doi":"","title":"Zayn Kalyan: Canada could be a leader in the green industrial revolution","year":2023,"lang":"en","type":"other","venue":"","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Industrial Revolution; Government (linguistics); Work (physics); Green Revolution","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":[0.001101016,0.0006982727,0.000362593,0.0007269529,0.01088483,0.008721586,0.001315764,0.008929646,0.1038284],"category_scores_gemma":[0.002939003,0.000245545,0.0003742927,0.0009745506,0.002155006,0.003000346,0.003468641,0.008206887,0.02749878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02680196,"about_ca_system_score_gemma":0.09904262,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8408917,"about_ca_topic_score_gemma":0.922678,"domain_scores_codex":[0.9980605,0.00009234238,0.00001976245,0.0001149933,0.0007191313,0.000993268],"domain_scores_gemma":[0.9974886,0.00009564836,0.00003645167,0.00004294254,0.001048997,0.001287248],"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":[0.000015239,0.0000135493,0.0001728177,0.00002699302,0.00000168022,0.00006111684,0.0001126547,0.00005823573,0.00008235181,0.03760042,0.9512751,0.01057997],"study_design_scores_gemma":[0.000004054487,0.000002213437,0.0003174423,0.00003398652,0.000001221003,0.00001311614,0.0003372456,0.00004258809,0.0000663398,0.002395924,0.9967794,0.000006428632],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.00277417,0.006608448,0.0005366052,0.2726927,0.01269784,0.00007517645,0.001602626,0.0003407599,0.7026718],"genre_scores_gemma":[0.01111527,0.001635027,0.000247301,0.02852757,0.000393378,0.00001851525,0.0003086514,0.0001266683,0.9576277],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1591083,"threshold_uncertainty_score":0.3473405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04370647978303507,"score_gpt":0.2245906992727675,"score_spread":0.1808842194897325,"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."}}