{"id":"W2953373035","doi":"10.1002/chin.201420089","title":"ChemInform Abstract: A General Route to 1,3′‐Bipyrroles.","year":2014,"lang":"en","type":"article","venue":"ChemInform","topic":"Synthesis and Characterization of Pyrroles","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Chemistry; Combinatorial chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001477095,0.0003007591,0.000302141,0.00006379613,0.0001072248,0.0001212409,0.0004528808,0.0002129223,0.01109801],"category_scores_gemma":[0.0001615067,0.0002854861,0.0001521904,0.0001189719,0.00004431204,0.0002582864,0.0001234779,0.0001664509,0.0008382745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001068722,"about_ca_system_score_gemma":0.00004863258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001836164,"about_ca_topic_score_gemma":0.000006122227,"domain_scores_codex":[0.998399,3.01533e-8,0.0004823602,0.0002992636,0.0003454766,0.0004738368],"domain_scores_gemma":[0.9987845,0.00004924343,0.0001793796,0.0005566363,0.0000937762,0.0003364325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002999698,0.00004526081,0.0001580265,0.0001229691,0.00002846466,0.000001554742,0.0004933847,9.472172e-7,0.1435889,0.0006834812,0.02690343,0.8279435],"study_design_scores_gemma":[0.0002170449,0.000006055191,0.001086427,0.00004274047,0.000009717423,0.000005608607,0.00009422003,0.00003453682,0.5587853,0.00002410011,0.4394379,0.0002563169],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.109473,0.00001423388,0.000002065789,0.0003580158,0.00009237363,0.00005453835,0.00003388716,0.000197564,0.8897743],"genre_scores_gemma":[0.8407806,0.00001551982,0.000141885,0.001417121,0.0009348181,0.00006801591,0.0002180059,0.00005161054,0.1563724],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8276872,"threshold_uncertainty_score":0.9999597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047290424978262,"score_gpt":0.2211170745401422,"score_spread":0.2106441702903595,"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."}}