{"id":"W2767787868","doi":"10.1088/1742-6596/891/1/012218","title":"Refrigerants and environment","year":2017,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refrigerant; Environmental science; Engineering; Aerospace engineering","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":[0.0006114607,0.0005689538,0.0004591321,0.000645488,0.001063917,0.003117066,0.0006819385,0.001827796,0.02242202],"category_scores_gemma":[0.0007966217,0.0001718399,0.0002817473,0.0007355981,0.001670117,0.002405306,0.002299275,0.00127057,0.006288474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001054163,"about_ca_system_score_gemma":0.0009829632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002201328,"about_ca_topic_score_gemma":0.002101529,"domain_scores_codex":[0.9990827,0.0002207252,0.00004611626,0.0001539013,0.0003673111,0.0001292947],"domain_scores_gemma":[0.9997005,0.00005904226,0.00004883575,0.00002834681,0.000126493,0.00003677096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000170864,0.0000963909,0.001753911,0.002685933,0.00006290546,0.0006274271,0.0009905346,0.001104029,0.02015812,0.4716815,0.1280344,0.3726339],"study_design_scores_gemma":[0.00000326666,0.00007614261,0.0007301776,0.0003129517,0.000009346237,0.000390349,0.0002490119,0.00008156229,0.002524613,0.01514008,0.9804676,0.00001499088],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01446354,0.5857124,0.005509929,0.02560286,0.005770712,0.00007157426,0.000638393,0.0002652976,0.3619654],"genre_scores_gemma":[0.2117314,0.4831961,0.00767566,0.01522991,0.00479963,0.0001940091,0.0007695556,0.0001897367,0.276214],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02242202,"threshold_uncertainty_score":0.07500911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02142034419294817,"score_gpt":0.2245926719915031,"score_spread":0.203172327798555,"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."}}