{"id":"W7041085511","doi":"","title":"Seasonality of GPA","year":2012,"lang":"en","type":"dissertation","venue":"The Knowledge Bank (The Ohio State University)","topic":"Innovations in Educational Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Seasonality; Spring (device); Rest (music); Precipitation; Atmospheric research","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":[],"consensus_categories":[],"category_scores_codex":[0.001146452,0.0001431358,0.0002065554,0.001226309,0.0003382238,0.001139482,0.0003963487,0.0003139584,0.009641758],"category_scores_gemma":[0.01016521,0.0000957591,0.0003265874,0.002301876,0.0003293303,0.0007836313,0.0009549282,0.001045194,0.002278907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005812465,"about_ca_system_score_gemma":0.0005318804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009648113,"about_ca_topic_score_gemma":0.01073006,"domain_scores_codex":[0.9989814,0.0001992457,0.0001004393,0.00024354,0.000270832,0.0002045995],"domain_scores_gemma":[0.9939899,0.001295559,0.001833548,0.0005732615,0.001293273,0.001014466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001249562,0.00007418251,0.8509157,0.0001598342,0.00007380624,0.00009961749,0.002167355,0.0006504871,0.0005320234,0.007128234,0.03496903,0.1031048],"study_design_scores_gemma":[0.000002012066,0.00006429522,0.9719305,0.00004590995,0.000007155388,0.0001161265,0.000971265,0.0003784798,0.0001129981,0.001167507,0.02519053,0.000013242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8569113,0.003580323,0.005198227,0.00937685,0.001074499,0.0001403413,0.01821622,0.0005716583,0.1049306],"genre_scores_gemma":[0.9871153,0.000808805,0.000524631,0.0003461388,0.0002299473,0.00003233829,0.004418869,0.00006105591,0.006463021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009648113,"threshold_uncertainty_score":0.03225493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04143017988790907,"score_gpt":0.3457385559830288,"score_spread":0.3043083760951197,"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."}}