{"id":"W4412531555","doi":"10.47854/36yw2198","title":"Capitaloce","year":2025,"lang":"en","type":"article","venue":"Anthropen","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008573891,0.0004511575,0.0002570028,0.001640159,0.001847991,0.004683736,0.0008533648,0.0007714027,0.1597162],"category_scores_gemma":[0.002066207,0.000203124,0.000327928,0.00169472,0.0008908359,0.002626725,0.003008086,0.001291977,0.02698245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003484721,"about_ca_system_score_gemma":0.005577256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02460417,"about_ca_topic_score_gemma":0.03357475,"domain_scores_codex":[0.9993887,0.00006831088,0.00002772736,0.0001110337,0.0001975742,0.0002066959],"domain_scores_gemma":[0.9992583,0.000105536,0.00005607239,0.0001395339,0.0001876361,0.0002528214],"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":[0.0002220638,0.0001241942,0.004190544,0.0003261109,0.00002237973,0.0003954963,0.002214342,0.000367695,0.0009670341,0.3802712,0.2749138,0.3359853],"study_design_scores_gemma":[0.000006003663,0.00001252995,0.001639929,0.0000694496,0.000004109017,0.00006843506,0.0002309351,0.00007429576,0.0002888583,0.00508062,0.9925171,0.000007732779],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008927844,0.001566413,0.002065992,0.003199709,0.0004051164,0.00007207033,0.002698582,0.0004691354,0.9805951],"genre_scores_gemma":[0.1224029,0.002540318,0.003772771,0.001823327,0.0001715026,0.0001829612,0.004347822,0.0003244955,0.8644339],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1597162,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01343195627359448,"score_gpt":0.3967558707148014,"score_spread":0.3833239144412069,"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."}}