{"id":"W6888749701","doi":"10.22004/ag.econ.236761","title":"Case Study Analysis for Sector Research and Teaching Support","year":2016,"lang":"en","type":"article","venue":"AgEcon Search (University of Minnesota, USA)","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cover (algebra); Public sector; Scientific literature; Research methodology","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":[0.08314019,0.001803753,0.002792674,0.0175109,0.004293611,0.01314376,0.004855512,0.004411675,0.04641359],"category_scores_gemma":[0.1764716,0.001044664,0.002705488,0.02060281,0.00702148,0.0102391,0.007062638,0.005388244,0.004693875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009841656,"about_ca_system_score_gemma":0.01286928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002733467,"about_ca_topic_score_gemma":0.003683988,"domain_scores_codex":[0.8812323,0.09155126,0.009361994,0.003204904,0.01337774,0.001271891],"domain_scores_gemma":[0.6352475,0.3157912,0.009117962,0.01869681,0.01810193,0.003044634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001612382,0.0002900865,0.00137531,0.005103176,0.0002408017,0.0007197616,0.007452144,0.002055422,0.0004538614,0.6593335,0.08789071,0.2349241],"study_design_scores_gemma":[0.0001422222,0.000176525,0.002041313,0.008666998,0.0001151951,0.000581974,0.01205451,0.007491118,0.0004653415,0.4267129,0.5414398,0.0001120652],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006398394,0.02392462,0.7836487,0.04181607,0.004890338,0.008814256,0.004880884,0.002258245,0.1233684],"genre_scores_gemma":[0.05476634,0.008267799,0.9082422,0.001942474,0.001075188,0.01388111,0.00217963,0.0004758932,0.00916943],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08314019,"threshold_uncertainty_score":0.4396926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2382765299379627,"score_gpt":0.3454405217614734,"score_spread":0.1071639918235107,"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."}}