{"id":"W7072243066","doi":"","title":"WSU Vancouver Academic Affairs Research Newsletter, Summer 2012","year":2012,"lang":"en","type":"other","venue":"Research Exchange (Washington State University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Washington State University Vancouver","keywords":"Sociocultural evolution; Learning development; Academic achievement; Academic year; Language acquisition","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","bibliometrics","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.01420477,0.001406055,0.001474393,0.02887456,0.001292763,0.0003339175,0.005413004,0.002431283,0.03714493],"category_scores_gemma":[0.0006697243,0.001574304,0.000493738,0.01318454,0.0030099,0.002275193,0.005154536,0.01404872,0.06353458],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006315253,"about_ca_system_score_gemma":0.001425802,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008165617,"about_ca_topic_score_gemma":0.02066253,"domain_scores_codex":[0.9724272,0.008320267,0.0006572565,0.002691,0.008048796,0.007855445],"domain_scores_gemma":[0.9903088,0.001774144,0.000580652,0.003045968,0.001663245,0.002627222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004720036,0.0002464459,0.0002776202,0.0006936451,0.0004472652,0.0009061272,0.001728479,0.000003066688,0.001061943,0.001803789,0.9882584,0.00410119],"study_design_scores_gemma":[0.00191511,0.0002093914,0.00004466492,0.001110373,0.00009352452,0.000007545877,0.002962643,0.00001626463,0.0002713079,0.0001982522,0.991676,0.001494936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003784976,0.007226878,0.0001247629,0.0006076316,0.001646617,0.003439592,0.002132396,0.001500936,0.9829427],"genre_scores_gemma":[0.0009778254,0.01237661,0.0002912537,0.00006310253,0.003090308,0.0000345694,0.0003772856,0.003946829,0.9788422],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02638965,"threshold_uncertainty_score":0.9999682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1752748410406185,"score_gpt":0.378824674788087,"score_spread":0.2035498337474685,"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."}}