{"id":"W2781354251","doi":"","title":"CICE Magazine, No. 1","year":2017,"lang":"en","type":"article","venue":"Sound Ideas (University of Puget Sound)","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Computer science; Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009973561,0.0001096268,0.0001901319,0.00008289265,0.005294538,0.0001887996,0.001495779,0.0001150121,0.001216785],"category_scores_gemma":[0.000303578,0.0001464342,0.000129567,0.0001135073,0.0006500056,0.000571941,0.0003750488,0.0003113884,0.00130522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001065037,"about_ca_system_score_gemma":0.000116919,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01860625,"about_ca_topic_score_gemma":0.0254026,"domain_scores_codex":[0.9986641,0.0003239277,0.0000878947,0.0001956819,0.0004073193,0.0003210547],"domain_scores_gemma":[0.9984107,0.0001412157,0.0002489309,0.0007589039,0.0002903318,0.000149889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006101713,0.0001443797,0.02975622,0.00004969094,0.000114738,0.00001944154,0.03667264,0.00002574596,0.00001290808,0.9220522,0.01044127,0.0006497375],"study_design_scores_gemma":[0.0004979104,0.00005190438,0.0303782,0.00002642672,0.0000476722,5.004164e-7,0.0497336,0.00004370925,2.290393e-7,0.7354621,0.1835544,0.0002033779],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6416022,0.00004085384,0.0005251565,0.001165139,0.0003092335,0.00008973813,0.000005234055,0.00008446804,0.356178],"genre_scores_gemma":[0.9621118,0.000107171,0.0008210513,0.0001026718,0.0001422895,2.055208e-7,0.000007609969,0.000009319117,0.03669786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3205097,"threshold_uncertainty_score":0.9996963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03739310069391251,"score_gpt":0.2888282275686164,"score_spread":0.2514351268747039,"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."}}