{"id":"W1643302328","doi":"10.3968/j.css.1923669720070305.010","title":"The Observation and Experiment of Field dependence/Field Independence Based on R&T Users’ Behavioral of Information Searching","year":2010,"lang":"en","type":"article","venue":"Canadian social science","topic":"Information Retrieval and Search Behavior","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Independence (probability theory); Field (mathematics); Political science; Sociology; Philosophy; Mathematics; Statistics","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":[0.00854608,0.0003250325,0.0003237854,0.0009943523,0.0008039353,0.0008410232,0.0004315828,0.0005616337,0.00508182],"category_scores_gemma":[0.03067841,0.0003642303,0.0005399076,0.0007872285,0.001138132,0.0009619036,0.0008683586,0.0008652568,0.0006829828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007338291,"about_ca_system_score_gemma":0.0007450149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00211853,"about_ca_topic_score_gemma":0.001550933,"domain_scores_codex":[0.9924155,0.004778985,0.0005572047,0.0008297921,0.001106747,0.0003117347],"domain_scores_gemma":[0.9204165,0.05619465,0.005926768,0.008890838,0.007042508,0.001528731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006393693,0.005009363,0.6980482,0.0007868191,0.0004036014,0.0002937708,0.04673368,0.00146017,0.1077606,0.006489779,0.002340148,0.1242803],"study_design_scores_gemma":[0.0003194312,0.009057587,0.9256833,0.00006484237,0.0001641372,0.0003262537,0.009778539,0.004420591,0.04198722,0.002426595,0.005563809,0.0002076433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904369,0.0000394124,0.003767116,0.00009085464,0.00001109962,0.0003517335,0.000167685,0.00004412486,0.005091124],"genre_scores_gemma":[0.9925935,0.00003701255,0.003789762,0.0000822225,0.00001406771,0.0004588873,0.0001634691,0.00001405736,0.002846905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00854608,"threshold_uncertainty_score":0.04519653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02552415966777686,"score_gpt":0.2971323320257218,"score_spread":0.2716081723579449,"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."}}