{"id":"W7131961448","doi":"","title":"Melephant: Path to Commercialization of A Bio-based Dye","year":2022,"lang":"","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Commercialization; Path (computing); Production (economics); Process (computing)","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":[0.002752458,0.0003857593,0.0003282117,0.001463063,0.002824883,0.007213103,0.0009866928,0.001659856,0.008990263],"category_scores_gemma":[0.004296466,0.0002918252,0.0004524258,0.00219259,0.004915203,0.0119833,0.002361452,0.002787858,0.00119546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005297717,"about_ca_system_score_gemma":0.007452346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01094233,"about_ca_topic_score_gemma":0.01153192,"domain_scores_codex":[0.9984824,0.0004039794,0.00007472919,0.0003161052,0.000532173,0.0001905474],"domain_scores_gemma":[0.9980047,0.0007657569,0.0002066338,0.0001085475,0.0007458242,0.0001685215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003962151,0.00005874316,0.002212086,0.000323942,0.00002281776,0.0002627887,0.004567886,0.001133039,0.001985684,0.9246095,0.01035936,0.05442452],"study_design_scores_gemma":[0.00004321699,0.0001247145,0.005111028,0.0006065947,0.00006074674,0.0003204386,0.01582906,0.006109782,0.01256809,0.5225977,0.4365069,0.0001217588],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1029833,0.01374568,0.03579948,0.05083611,0.001036666,0.0002206733,0.0002951255,0.0002244102,0.7948585],"genre_scores_gemma":[0.8580166,0.0129537,0.0197314,0.003338723,0.0002552711,0.0002139817,0.0001334715,0.00007639657,0.1052805],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01094233,"threshold_uncertainty_score":0.03843784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01429358765345429,"score_gpt":0.2512006274213108,"score_spread":0.2369070397678565,"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."}}