{"id":"W2424444456","doi":"10.5339/qfarc.2016.sshapp2903","title":"Understanding College Community: Fostering Female Student Success at a Canadian Technical College in Qatar","year":2016,"lang":"en","type":"article","venue":"Qatar Foundation Annual Research Conference Proceedings Volume 2016 Issue 1","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disengagement theory; Graduation (instrument); Context (archaeology); Psychology; Medical education; Ethnic group; Community college; Population; Student engagement; Perception; Affect (linguistics); Pedagogy; Gerontology; Political science; Medicine; Demography; Sociology; Geography; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.00340816,0.0004472357,0.0003233048,0.001012522,0.008618444,0.003317822,0.001169169,0.0006929652,0.002368908],"category_scores_gemma":[0.004095508,0.0002576183,0.0002965039,0.0008106333,0.002636415,0.001150418,0.002504814,0.00133928,0.0001397083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0110433,"about_ca_system_score_gemma":0.02223707,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5799526,"about_ca_topic_score_gemma":0.7942817,"domain_scores_codex":[0.9983156,0.0006015212,0.00003274972,0.0001714762,0.0003604042,0.0005183459],"domain_scores_gemma":[0.9977534,0.0005854088,0.0003549027,0.00006611938,0.0004875956,0.0007525384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001396764,0.0008245881,0.2557046,0.0002553216,0.00003313628,0.0004139964,0.6667579,0.00007647711,0.001671108,0.00203284,0.002613144,0.06947722],"study_design_scores_gemma":[0.00001109188,0.0003342156,0.2347845,0.0002293139,0.00003623234,0.0001251047,0.7548446,0.000234852,0.000560599,0.0002940556,0.008510161,0.00003523873],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955889,0.0002335328,0.0001340384,0.0007480686,0.00001003207,0.0000843155,0.00004560398,0.0000022251,0.003153183],"genre_scores_gemma":[0.9976572,0.000386393,0.0004258686,0.0002223495,0.000006653372,0.00005449178,0.00003425987,0.000001682155,0.001211014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5799526,"threshold_uncertainty_score":0.8450423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2394883807257317,"score_gpt":0.458660170753394,"score_spread":0.2191717900276623,"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."}}