{"id":"W7011210167","doi":"","title":"Letter and cards from Mohawk Valley Community College","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mohawk; Community college; Metis; Work (physics); Exposition (narrative)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006117247,0.0008663111,0.0006055477,0.001754353,0.006347433,0.004024972,0.001457191,0.002931262,0.7762359],"category_scores_gemma":[0.00359334,0.0007501406,0.0003151589,0.0009335139,0.0005896066,0.001296289,0.002375106,0.00263912,0.6087151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002365323,"about_ca_system_score_gemma":0.004990609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04679827,"about_ca_topic_score_gemma":0.1961372,"domain_scores_codex":[0.9992729,0.00005523826,0.00002331488,0.00008561779,0.0003152718,0.0002476249],"domain_scores_gemma":[0.9981166,0.0002458666,0.00005329073,0.0001645638,0.0008273243,0.000592401],"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":[0.00002687342,0.00006122195,0.0001436392,0.00001676348,7.520618e-7,0.0000589336,0.00004562969,0.00002024234,0.00008816776,0.00126399,0.9867725,0.01150136],"study_design_scores_gemma":[0.00003724678,0.00002356159,0.00163542,0.00004792923,0.000001707012,0.00004597614,0.0002654276,0.0001479905,0.0002002162,0.0006581015,0.996924,0.00001252604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001232194,0.00005867525,0.0001610422,0.001734384,0.0002517259,0.0001844482,0.002807321,0.000711724,0.9928584],"genre_scores_gemma":[0.001085807,0.00001738323,0.00004599844,0.0003734523,0.00001747705,0.00002083958,0.0003340545,0.0001128318,0.997992],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7762359,"threshold_uncertainty_score":0.3191723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01590225082936913,"score_gpt":0.240984429841118,"score_spread":0.2250821790117488,"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."}}