{"id":"W4406288587","doi":"","title":"De Kunst van het Abductief Redeneren","year":2024,"lang":"nl","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Dutch Social and Cultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Art; Humanities","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005760413,0.0003269843,0.0003550197,0.0000958665,0.001952155,0.001514722,0.001012874,0.00026789,0.002481187],"category_scores_gemma":[0.001339526,0.0003086091,0.0003301272,0.001200225,0.0009170017,0.0004224646,0.0004441946,0.0004836505,0.000945219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000366339,"about_ca_system_score_gemma":0.0004728956,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01226423,"about_ca_topic_score_gemma":0.01695931,"domain_scores_codex":[0.9924466,0.005002581,0.0004497601,0.0007085341,0.0006541718,0.0007383485],"domain_scores_gemma":[0.9965675,0.001146919,0.0001768154,0.0006502875,0.001131744,0.0003267713],"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":[0.000006824543,0.0002988446,0.0007790014,0.0001213542,0.000205941,0.00001808259,0.1596175,0.000003454119,0.00118506,0.6635965,0.04331573,0.1308517],"study_design_scores_gemma":[0.0002131079,6.838134e-7,0.001523358,0.001317746,0.0001126244,0.000006850417,0.007951395,0.0005616933,0.003263022,0.02266783,0.9618707,0.0005110245],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04675925,0.01748384,0.003364627,0.08684834,0.001195276,0.0004073009,0.00007855517,0.0006136886,0.8432491],"genre_scores_gemma":[0.7060124,0.005715444,0.001781437,0.0002165024,0.0002716642,0.00003640084,0.00005541631,0.00003533801,0.2858754],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.918555,"threshold_uncertainty_score":0.9999366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01754818970068932,"score_gpt":0.2600059964087275,"score_spread":0.2424578067080381,"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."}}