{"id":"W4230828913","doi":"10.1515/iupac.83.0059","title":"Driving Force","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Radical Photochemical Reactions","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Glossary; Photocatalysis; Chemical nomenclature; Compendium; Terminology; Chemistry; Nanotechnology; Catalysis; Materials science; Organic chemistry; History; Philosophy; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001155879,0.001682923,0.001196548,0.0042378,0.0009860928,0.003326958,0.0019272,0.00151883,0.1220676],"category_scores_gemma":[0.01227126,0.0004351211,0.001590111,0.007117596,0.0003439445,0.002465215,0.002098295,0.001745724,0.1570026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001475982,"about_ca_system_score_gemma":0.003183057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01846127,"about_ca_topic_score_gemma":0.02623819,"domain_scores_codex":[0.9980687,0.0002834074,0.0002700352,0.0006966472,0.000424802,0.0002564194],"domain_scores_gemma":[0.9970083,0.00103322,0.0003470249,0.0005498566,0.0008294408,0.0002322007],"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":[0.0001347303,0.00002715841,0.004883613,0.00139092,0.0000594146,0.00004972601,0.00005924158,0.00034741,0.0001216458,0.002578021,0.9739113,0.0164368],"study_design_scores_gemma":[0.00006746883,0.00001510299,0.004620829,0.0004904197,0.00003335999,0.00008103134,0.0001196591,0.000208599,0.0001563187,0.001516002,0.9926711,0.00002012558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005373496,0.0004240357,0.0002061715,0.0002656348,0.0001226781,0.0000429989,0.9922849,0.0002593272,0.005856934],"genre_scores_gemma":[0.001708588,0.0003686659,0.0005855032,0.0002879076,0.00005276257,0.0002648252,0.9920951,0.0001384623,0.004498146],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8779324,"threshold_uncertainty_score":0.4083568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01061158237602999,"score_gpt":0.3816222117456388,"score_spread":0.3710106293696088,"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."}}