{"id":"W7065727981","doi":"","title":"ERIC ED560883: An Analysis of Peer-Submitted and Peer-Reviewed Answer Rationales, in an Asynchronous Peer Instruction Based Learning Environment","year":2015,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asynchronous communication; Reading (process); Peer instruction; Asynchronous learning; Learning environment; Focus (optics); Key (lock); Peer tutor","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004257307,0.0004037674,0.0004387284,0.004272754,0.0004631719,0.001476567,0.0007391869,0.0006825481,0.005197989],"category_scores_gemma":[0.02193327,0.0001753472,0.0003495127,0.003827139,0.0003706354,0.001184445,0.001355601,0.0005157662,0.003055809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007522528,"about_ca_system_score_gemma":0.001057266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003252952,"about_ca_topic_score_gemma":0.004836237,"domain_scores_codex":[0.9941615,0.002301562,0.0005064093,0.0005581283,0.00219818,0.000274153],"domain_scores_gemma":[0.9678814,0.02020764,0.002249933,0.002839135,0.006020341,0.0008014989],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004496035,0.002854051,0.2808117,0.001766438,0.000268688,0.001939908,0.009855967,0.005092989,0.02244693,0.004053417,0.02850226,0.6379116],"study_design_scores_gemma":[0.0003046332,0.003267023,0.7594943,0.0002238998,0.000173116,0.001773107,0.009211351,0.04668194,0.04530872,0.002732619,0.1305833,0.0002459487],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9584792,0.0003218685,0.01288231,0.0001431293,0.00005929057,0.0004423289,0.01209663,0.001809181,0.01376604],"genre_scores_gemma":[0.9047617,0.000242114,0.03902397,0.000113037,0.00004209209,0.0005998288,0.02517259,0.0004583432,0.02958636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9957427,"threshold_uncertainty_score":0.02251506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007557079030124323,"score_gpt":0.2072651521490571,"score_spread":0.1997080731189327,"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."}}