{"id":"W3044510639","doi":"","title":"Organic vs Synthetic: the Polymers Battle","year":2020,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre for Interdisciplinary Research in Music Media and Technology","funders":"","keywords":"Battle; Computer science; Polymer; Production (economics); Human–computer interaction; Nanotechnology; Materials science; Composite material; History; Archaeology","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":[0.001906264,0.0005992954,0.0008135278,0.001070858,0.001382517,0.004415493,0.0009289865,0.003788176,0.03043202],"category_scores_gemma":[0.002550393,0.0002911848,0.0003322823,0.0009207635,0.005331953,0.006869677,0.001680542,0.003837383,0.004291789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002216041,"about_ca_system_score_gemma":0.001030848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000511139,"about_ca_topic_score_gemma":0.0007478993,"domain_scores_codex":[0.9991111,0.0002830994,0.00002218556,0.0001370298,0.0003440599,0.0001025089],"domain_scores_gemma":[0.998238,0.001177407,0.0001226334,0.0001058698,0.0001775806,0.0001784551],"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":[0.0001617308,0.0001395393,0.00009542683,0.001183146,0.00002008348,0.000180889,0.0002937263,0.0009160482,0.007474247,0.8170173,0.06463301,0.1078849],"study_design_scores_gemma":[0.00002716885,0.0001916796,0.0001665566,0.0004248059,0.000009631342,0.0002661035,0.0004327393,0.0007285806,0.005364642,0.3291374,0.6632288,0.00002195505],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01134766,0.4901443,0.01674463,0.1418057,0.01243157,0.00005003694,0.0002243405,0.0002118608,0.3270399],"genre_scores_gemma":[0.2703789,0.5225788,0.009283155,0.03844311,0.01960368,0.0001646193,0.0002363742,0.0004117105,0.1388997],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03043202,"threshold_uncertainty_score":0.1018052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01644350295676224,"score_gpt":0.2346619358388272,"score_spread":0.2182184328820649,"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."}}