{"id":"W4407740154","doi":"10.51644/necj7737","title":"Closer Together: Knowing Ourselves, Loving Each Other","year":2025,"lang":"en","type":"article","venue":"Consensus","topic":"Interdisciplinary Cultural and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Psychoanalysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003426275,0.00009844296,0.0001547584,0.00003314711,0.001527545,0.00006555025,0.0001599144,0.00009303523,0.0001567351],"category_scores_gemma":[0.0002014989,0.00008193599,0.0001030527,0.0002158827,0.0003451377,0.00003700993,0.00009671092,0.0001229051,0.0001010131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001120371,"about_ca_system_score_gemma":0.00009029713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002081754,"about_ca_topic_score_gemma":0.003631018,"domain_scores_codex":[0.9990632,0.0001620251,0.0001410181,0.0001764752,0.0001474184,0.0003098631],"domain_scores_gemma":[0.9995931,0.000163622,0.00003446298,0.0000742403,0.00008867723,0.00004591963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008416465,0.0001487394,0.0392832,0.00004812754,0.000416524,0.00005376284,0.2163146,0.00000396204,0.001609629,0.4164779,0.2462837,0.07927569],"study_design_scores_gemma":[0.0001840275,0.000012163,0.004059265,0.00006692374,0.00002752285,4.234409e-7,0.04823301,0.000004602201,0.000105321,0.008556757,0.9385827,0.0001673114],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3020764,0.002138366,0.0000117657,0.01474217,0.0008158337,0.0001562654,0.000003807367,0.0001168669,0.6799385],"genre_scores_gemma":[0.8742115,0.00007834013,0.0001344715,0.0007702863,0.0004022679,0.000009213833,5.5578e-7,0.000006700664,0.1243867],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.692299,"threshold_uncertainty_score":0.9997723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03138651375820482,"score_gpt":0.3580124247725844,"score_spread":0.3266259110143795,"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."}}