{"id":"W4402321737","doi":"10.1111/pere.12570","title":"Self‐concept clarity and the evaluation and selection of incompatible dating partners","year":2024,"lang":"en","type":"article","venue":"Personal Relationships","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"CLARITY; Psychology; Selection (genetic algorithm); Social psychology; Computer science; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003370362,0.0002617674,0.0002604657,0.001130437,0.0007479902,0.001770639,0.000243785,0.0004489648,0.00224098],"category_scores_gemma":[0.02119953,0.0002434424,0.0002453952,0.0004258598,0.0008415458,0.0005976711,0.001143003,0.001041992,0.0001372198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002945749,"about_ca_system_score_gemma":0.0002416681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007650119,"about_ca_topic_score_gemma":0.001135375,"domain_scores_codex":[0.9987321,0.0005882819,0.00007957605,0.00008644623,0.0004244714,0.00008917111],"domain_scores_gemma":[0.9840506,0.006545887,0.005985691,0.0006548406,0.001298502,0.001464536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002638615,0.0003132874,0.9722897,0.00004248035,0.0001115384,0.000223314,0.007922008,0.0001871488,0.002890244,0.001010111,0.0001638866,0.01458242],"study_design_scores_gemma":[0.000009944056,0.000171923,0.9927973,0.00003417749,0.0000261588,0.0004129993,0.004216103,0.0007695421,0.0005091046,0.0007253204,0.0003094417,0.00001790488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986816,0.00007579504,0.0001584207,0.00002803125,0.000003596928,0.000004640526,0.000006868148,9.532646e-7,0.001040167],"genre_scores_gemma":[0.9997168,0.00003595217,0.000126672,0.000008778185,0.000002811778,0.000002569634,0.00001113275,7.887116e-7,0.00009443919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003370362,"threshold_uncertainty_score":0.01782435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08416087720393388,"score_gpt":0.4414683812239999,"score_spread":0.357307504020066,"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."}}