{"id":"W2356140977","doi":"","title":"The Usage and Explanation of Statistics Method in Psychological Researches","year":2004,"lang":"en","type":"article","venue":"Journal of The Northwest Normal University","topic":"Evaluation and Optimization Models","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Statistic; Descriptive statistics; Computer science; Statistics; Psychology; Econometrics; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03094679,0.0009921569,0.0007981198,0.004563958,0.001770414,0.003696114,0.001520926,0.002888069,0.002653809],"category_scores_gemma":[0.0718391,0.0004720712,0.001068923,0.005658349,0.009242827,0.004872395,0.002309249,0.006405432,0.00144587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00181026,"about_ca_system_score_gemma":0.004123886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001273918,"about_ca_topic_score_gemma":0.0008843236,"domain_scores_codex":[0.9611593,0.02928455,0.003012602,0.001616328,0.004416424,0.000510803],"domain_scores_gemma":[0.9355425,0.05019674,0.002376528,0.005189809,0.006258303,0.0004360788],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005504049,0.00008980544,0.002370034,0.0008273064,0.00004963265,0.0003591894,0.006388269,0.002003296,0.001253272,0.8665481,0.01245084,0.1076053],"study_design_scores_gemma":[0.0000513544,0.0001493875,0.002612023,0.00117503,0.00005354792,0.0007967193,0.001700038,0.00970799,0.002491096,0.8413273,0.1398266,0.0001090186],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005782277,0.005018139,0.9537966,0.01372135,0.002869441,0.0003613915,0.0001968123,0.0005579878,0.01769596],"genre_scores_gemma":[0.1877708,0.008765416,0.785767,0.005860856,0.002574621,0.003203624,0.0002466803,0.0004093891,0.005401645],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9690532,"threshold_uncertainty_score":0.1636642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03085696300466853,"score_gpt":0.2944655541597569,"score_spread":0.2636085911550884,"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."}}