{"id":"W7000391008","doi":"","title":"Excerpts From All 8 Freshmen Focus Groups","year":2008,"lang":"en","type":"article","venue":"Western CEDAR (Western Washington University)","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Focus group; Focus (optics); Narrative; Psychological intervention","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":[0.001081905,0.001088892,0.000440031,0.00177391,0.002554912,0.0006422354,0.0008516995,0.0008821255,0.1628625],"category_scores_gemma":[0.005107501,0.000357811,0.0002646819,0.00283894,0.000558473,0.0007179597,0.001027083,0.00116178,0.023555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008521955,"about_ca_system_score_gemma":0.0006592847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006731382,"about_ca_topic_score_gemma":0.02125708,"domain_scores_codex":[0.9994741,0.0002663099,0.0000299258,0.00004725144,0.000115093,0.00006738527],"domain_scores_gemma":[0.9957438,0.00338855,0.0001207717,0.000101514,0.0004879283,0.0001573778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004663464,0.0002940093,0.0008879782,0.00352166,0.0000135792,0.001078945,0.1108177,0.0001288872,0.01365289,0.002664087,0.7311546,0.1353194],"study_design_scores_gemma":[0.00009354689,0.0001947735,0.016797,0.0009094592,0.00001229915,0.0005659663,0.07589026,0.0001815691,0.001852417,0.001255955,0.9022059,0.00004073597],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2188815,0.009235407,0.02879811,0.02175673,0.01070535,0.01570369,0.07981528,0.001978872,0.6131251],"genre_scores_gemma":[0.2751141,0.00834804,0.04420698,0.01432468,0.002012417,0.02988634,0.02977215,0.001410212,0.594925],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1628625,"threshold_uncertainty_score":0.5448294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04867761200439762,"score_gpt":0.3095044742870509,"score_spread":0.2608268622826532,"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."}}