{"id":"W2137465568","doi":"10.1111/j.1467-873x.2009.00442.x","title":"Credibility, Context, Understanding, and Community","year":2009,"lang":"en","type":"article","venue":"Curriculum Inquiry","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Credibility; Context (archaeology); Sociology; Political science; Engineering ethics; Psychology; Geography; Engineering; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002578871,0.0001050018,0.0001434286,0.00004199129,0.003748119,0.0001888478,0.0003822888,0.00009261627,0.000131967],"category_scores_gemma":[0.0003122434,0.000104687,0.00004242503,0.000235365,0.0005975555,0.0001795624,0.0001178301,0.0008273876,0.00002402982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001922055,"about_ca_system_score_gemma":0.00005971194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006553822,"about_ca_topic_score_gemma":0.003306561,"domain_scores_codex":[0.9972314,0.001970156,0.0001465072,0.0001252754,0.0002473807,0.0002792814],"domain_scores_gemma":[0.9990693,0.0002925605,0.00006221587,0.0003619856,0.00006242356,0.0001515642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001689654,0.001109837,0.05650776,0.00004173415,0.00003902162,0.000006727431,0.5845071,0.00001576194,0.00003006958,0.3033794,0.0193658,0.03497992],"study_design_scores_gemma":[0.0004531844,0.0002614561,0.02667815,0.00007121199,0.00002522031,0.000002075211,0.8562362,0.0001352255,0.000006633595,0.02835028,0.08751051,0.0002698356],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9353809,0.0003184934,0.0004993434,0.002557318,0.0003605165,0.0001553688,8.852986e-7,0.0002150544,0.06051213],"genre_scores_gemma":[0.998332,0.00009159602,0.0001034284,0.001107178,0.0001379447,0.000003450361,0.000005655284,0.000005240452,0.00021348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2750291,"threshold_uncertainty_score":0.9975489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1838675417038982,"score_gpt":0.3782757797601489,"score_spread":0.1944082380562507,"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."}}