{"id":"W2962943435","doi":"10.15353/joci.v15i.3430","title":"Connecting with Youth at Risk: Indigenous Organizations Use of Facebook","year":2019,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"Indigenous; Outreach; Thematic analysis; Public relations; Work (physics); Qualitative research; Political science; Sociology; Social science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.003070096,0.00007403574,0.0001860225,0.0001001698,0.006817282,0.00004828771,0.000515799,0.00006403681,0.00008770434],"category_scores_gemma":[0.00006745638,0.00004266493,0.00003048754,0.0003187478,0.0001575107,0.0005439759,0.000008272645,0.0005821215,0.00003307662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001810738,"about_ca_system_score_gemma":0.004079693,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03689606,"about_ca_topic_score_gemma":0.2075462,"domain_scores_codex":[0.997919,0.0009541162,0.000556134,0.000006615144,0.0003647354,0.0001993688],"domain_scores_gemma":[0.9961752,0.001065877,0.001439695,0.0003031808,0.0009363673,0.00007962251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002496369,0.00005611317,0.003893036,0.00003082334,0.000037766,2.478786e-8,0.993848,0.001029333,8.389597e-7,0.0009785353,0.0000140374,0.00008649274],"study_design_scores_gemma":[0.0002795428,0.0002612047,0.001166875,0.00007250333,0.00008953283,0.00002364704,0.9661613,0.00001743403,0.0001700452,0.0001275486,0.03155165,0.00007877642],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848422,0.00001559949,0.0004575241,0.00003773426,0.0001554872,0.000417024,0.0000141537,0.00001042139,0.01404987],"genre_scores_gemma":[0.9978914,0.001098487,0.0003900565,0.00004523079,0.00004109672,7.555933e-8,0.00000573513,0.000007746076,0.000520142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1706501,"threshold_uncertainty_score":0.9944757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03060062751578589,"score_gpt":0.2820490155642995,"score_spread":0.2514483880485136,"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."}}