{"id":"W4411948066","doi":"10.1002/marc.202500281","title":"Cross‐Conjugated Polymer Semiconductors","year":2025,"lang":"en","type":"review","venue":"Macromolecular Rapid Communications","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Conjugated system; Materials science; Electrochromism; Delocalized electron; Nanotechnology; Polymer; Organic semiconductor; Semiconductor; OLED; Diode; Optoelectronics; Chemistry; Organic chemistry; Electrode","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.0001466582,0.0005268834,0.001059796,0.0002760232,0.0003089107,0.0002474075,0.00233777,0.0003780476,0.0003908854],"category_scores_gemma":[0.00002538685,0.0005367693,0.0004835482,0.0007914802,0.0001872772,0.00007255928,0.0005895149,0.0005014034,0.0003521482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001219247,"about_ca_system_score_gemma":0.0001520021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000199598,"about_ca_topic_score_gemma":0.000005507745,"domain_scores_codex":[0.998171,0.0002020931,0.0007931099,0.000349177,0.0001222375,0.0003623727],"domain_scores_gemma":[0.9954363,0.0001691297,0.0001303419,0.00411231,0.00006447614,0.00008751712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[5.560962e-7,0.00009279224,2.552146e-7,0.009143827,0.0005942687,0.000005018051,0.00005699037,0.00002042314,0.001576691,0.004997602,0.002520376,0.9809912],"study_design_scores_gemma":[0.00008348355,0.000003929356,4.613736e-7,0.002407437,0.0003978942,0.00001808015,0.000002385142,0.00007013996,0.0004925308,0.00004079158,0.9960194,0.0004634246],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001605012,0.9809258,0.0001830862,0.00005564936,0.0002514366,0.0006868517,0.0005847693,0.0006885892,0.01660778],"genre_scores_gemma":[0.0001319109,0.9950656,0.0004334228,0.00006008159,0.00003665628,0.001023493,0.00221314,0.0001235075,0.0009121799],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.993499,"threshold_uncertainty_score":0.9997084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03120822826949044,"score_gpt":0.3235381505924084,"score_spread":0.2923299223229179,"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."}}