{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000602483,0.0000324164,0.00006090364,0.00006111113,0.0000661552,0.000008189515,0.0001367848,0.00002645015,0.00000760196],"category_scores_gemma":[0.00006399034,0.00002062587,0.00002158926,0.0001412539,0.00004532949,0.0001238782,0.00002252507,0.0001512849,2.637179e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006080825,"about_ca_system_score_gemma":0.00002350796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002687253,"about_ca_topic_score_gemma":0.0004616819,"domain_scores_codex":[0.9995259,0.00009372357,0.0001307165,0.00002726648,0.0001645691,0.00005783299],"domain_scores_gemma":[0.9996244,0.0001212922,0.00007319684,0.00005659018,0.00009709736,0.00002737784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00005634911,0.00002368939,0.01388787,0.000006748211,0.00001465856,0.000008253507,0.000507576,0.9794851,0.0001158047,0.003559767,0.00008461569,0.002249557],"study_design_scores_gemma":[0.002571413,0.0001687766,0.9122189,0.00005265222,0.0000407615,0.00006394091,0.00111315,0.07705092,0.0008099896,0.004635737,0.001151879,0.0001218788],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7717719,0.00004163736,0.227109,0.0003213763,0.0000917647,0.00005548525,0.00001413637,0.0000042477,0.0005903857],"genre_scores_gemma":[0.9805719,0.0003460622,0.0190131,0.00001123827,0.000009667791,3.212262e-8,7.091708e-7,0.000002193657,0.00004505698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9024342,"threshold_uncertainty_score":0.08410986,"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."}}