{"id":"W3213803446","doi":"10.33137/tijih.v1i2.36051","title":"Communities First","year":2021,"lang":"en","type":"article","venue":"Turtle Island Journal of Indigenous Health","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Sociology; Participatory action research; Political science; Geography; Anthropology","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":[0.002490079,0.00007524886,0.0002405669,0.00008717178,0.002628994,0.00009975619,0.0003715456,0.00005267335,0.0004791183],"category_scores_gemma":[0.00005756064,0.00006845567,0.00008180175,0.0002190615,0.00006942518,0.0001042477,0.00004543263,0.0006330792,0.00002189194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002092921,"about_ca_system_score_gemma":0.001878885,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02141309,"about_ca_topic_score_gemma":0.1998712,"domain_scores_codex":[0.9976846,0.001197204,0.000342478,0.00004248323,0.0003927962,0.0003404543],"domain_scores_gemma":[0.998642,0.0003312166,0.0003254709,0.0002004213,0.0003262793,0.0001746583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002372649,0.0002605311,0.0123984,0.00007396156,0.00007381818,0.00006151035,0.9629266,0.0001813914,0.000001971799,0.001224082,0.004502141,0.01827182],"study_design_scores_gemma":[0.0004322924,0.0002734032,0.004372215,0.0001803725,0.00001193147,0.00007796317,0.3343766,0.000003164618,0.00001953529,0.0004932717,0.659657,0.0001022595],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9395284,0.006915933,0.000279841,0.01213333,0.0007552266,0.0001157896,0.000007391475,0.00003476985,0.04022928],"genre_scores_gemma":[0.9888287,0.007575956,0.0004264874,0.001695349,0.0003610703,8.261767e-7,0.000006291438,0.0000101076,0.001095167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6551549,"threshold_uncertainty_score":0.9986694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03935184809006412,"score_gpt":0.3332168146524991,"score_spread":0.293864966562435,"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."}}