{"id":"W4300948604","doi":"10.1002/9781119820123.ch5","title":"Coordination Polymerization","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Organometallic Compounds Synthesis and Characterization","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Waterloo","funders":"","keywords":"Polymerization; Chemistry; Materials science; Polymer; Organic 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004447442,0.0001910592,0.0002135353,0.0001041892,0.00005750841,0.0001116853,0.0002199189,0.0002857478,0.009244953],"category_scores_gemma":[0.00003786951,0.00019779,0.00009766383,0.00009467516,0.00001599974,0.00005163941,0.0003329832,0.0001885588,0.00002239104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008272564,"about_ca_system_score_gemma":0.0001078606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004279864,"about_ca_topic_score_gemma":0.000005099161,"domain_scores_codex":[0.9990957,0.00001188155,0.0002772932,0.000344328,0.0001544984,0.0001163378],"domain_scores_gemma":[0.999297,0.00003367212,0.0001694624,0.0003975591,0.00007061171,0.00003170336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002194924,0.0002976651,0.003945879,0.001676158,0.0002449301,0.00000184851,0.000216715,0.00008615021,0.8614224,0.01215577,0.001363252,0.1185673],"study_design_scores_gemma":[0.0003775138,0.000006303985,0.001769319,0.0006104094,0.0002296816,0.000001991322,0.0001027503,0.02157658,0.9101898,0.003285843,0.060876,0.0009737902],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2438301,0.0002540548,0.01844641,0.001889128,0.0009897101,0.0001673208,0.0002365172,0.0007316465,0.7334551],"genre_scores_gemma":[0.9115504,0.00006525003,0.0002553648,0.00008142091,0.0002434488,0.00003925256,0.001333284,0.00001609461,0.08641548],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6677203,"threshold_uncertainty_score":0.9916607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01160391005292829,"score_gpt":0.2352964413281992,"score_spread":0.2236925312752709,"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."}}