{"id":"W4296857922","doi":"10.1016/j.esr.2022.100968","title":"Green transformation in the iron and steel industry in India: Rethinking patterns of innovation","year":2022,"lang":"en","type":"article","venue":"Energy Strategy Reviews","topic":"Iron and Steelmaking Processes","field":"Engineering","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Transformative learning; Acknowledgement; Government (linguistics); Business; Industrial organization; Production (economics); Economic system; Economics; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003659539,0.0002144462,0.0003401123,0.00635751,0.004966409,0.01054844,0.001551068,0.001554588,0.002687114],"category_scores_gemma":[0.009879161,0.0003005751,0.0005632011,0.009577126,0.01433124,0.00717677,0.005671303,0.002101516,0.0003231603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0102893,"about_ca_system_score_gemma":0.005960888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02071017,"about_ca_topic_score_gemma":0.03394587,"domain_scores_codex":[0.9952022,0.001673791,0.0002498833,0.0006569981,0.0009869154,0.00123022],"domain_scores_gemma":[0.9837278,0.01039447,0.001786368,0.001752985,0.001659476,0.0006788588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001518856,0.00008842276,0.09991973,0.0004471594,0.00004805216,0.001316698,0.441219,0.001147365,0.002355011,0.3867431,0.002093602,0.06446999],"study_design_scores_gemma":[0.00003041556,0.0001814121,0.2417689,0.0006155373,0.00008214074,0.001283211,0.4747142,0.004080328,0.002583476,0.1393825,0.1351246,0.0001533158],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8759276,0.001652172,0.005188135,0.00919344,0.00004476335,0.00007262816,0.0001405984,0.00005921816,0.1077215],"genre_scores_gemma":[0.9961632,0.0004748477,0.0009005194,0.0001548219,0.000007820833,0.00001522308,0.00003051105,0.00001135083,0.0022417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02071017,"threshold_uncertainty_score":0.0746544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03271053508064718,"score_gpt":0.254649506934357,"score_spread":0.2219389718537098,"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."}}