{"id":"W4400495286","doi":"10.47854/404g6k23","title":"Technique","year":2024,"lang":"en","type":"article","venue":"Anthropen","topic":"Emile Durkheim and Sociology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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":[0.004714358,0.001096879,0.0007758904,0.002752089,0.003435408,0.005463701,0.002633458,0.002358194,0.1057914],"category_scores_gemma":[0.01101537,0.0004324884,0.001189141,0.002644113,0.003389708,0.004710346,0.006234345,0.002816708,0.05081706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001852567,"about_ca_system_score_gemma":0.004376783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00207129,"about_ca_topic_score_gemma":0.002487243,"domain_scores_codex":[0.9946228,0.001457116,0.0003852134,0.001312998,0.001788345,0.0004334405],"domain_scores_gemma":[0.9961619,0.001053338,0.0001695681,0.001287623,0.001109602,0.0002179196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003176203,0.0002018766,0.001536697,0.001136373,0.0000333386,0.0005406687,0.01061655,0.0003923288,0.005859673,0.3239157,0.1273813,0.5280679],"study_design_scores_gemma":[0.00003256413,0.0001054163,0.0005957528,0.0004267609,0.00001865754,0.0008474576,0.001745176,0.00032648,0.001947691,0.03611915,0.9578072,0.00002767781],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008723717,0.003938744,0.2443273,0.005650608,0.003468555,0.002085486,0.001526216,0.002121085,0.7281582],"genre_scores_gemma":[0.1156342,0.00646362,0.3431546,0.006364364,0.000885659,0.003776518,0.002927642,0.001816073,0.5189773],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1057914,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03242469450907102,"score_gpt":0.4194378591548965,"score_spread":0.3870131646458255,"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."}}