{"id":"W2778983959","doi":"10.36510/learnland.v4i1.361","title":"Commentary: Academia: A Poetic Memoir","year":2010,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Memoir; Poetry; Maxim; Position (finance); Sociology; Philosophy; Art history; Literature; Art; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.009666906,0.001924164,0.001897726,0.002462407,0.01329409,0.007677912,0.006995301,0.05040428,0.006773558],"category_scores_gemma":[0.07795732,0.0009572292,0.001627523,0.003180073,0.01439005,0.007837369,0.005152171,0.0631012,0.00524947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01251949,"about_ca_system_score_gemma":0.01225081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02867434,"about_ca_topic_score_gemma":0.0270678,"domain_scores_codex":[0.9895029,0.004963426,0.0009321879,0.001329945,0.002252938,0.001018479],"domain_scores_gemma":[0.9612023,0.02744742,0.001997768,0.0009028083,0.006537761,0.00191195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002905493,0.000005028879,0.00002877054,0.0001268337,0.000007882722,0.0003859107,0.001982219,0.00003737112,0.0001082204,0.003174294,0.9929414,0.001173149],"study_design_scores_gemma":[0.00001680928,0.00001360686,0.0001382117,0.0005844849,0.00001649007,0.0004540979,0.004531146,0.0001523402,0.0002625893,0.004016108,0.9897799,0.00003422836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002556396,0.001804551,0.0002239856,0.8871549,0.1084059,0.0000214063,0.00006613744,0.00003100639,0.002036418],"genre_scores_gemma":[0.007940336,0.002007899,0.0003199909,0.8895809,0.09038372,0.0001336609,0.00003314175,0.0001102438,0.009490042],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05040428,"threshold_uncertainty_score":0.09083569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02334318673982979,"score_gpt":0.3226878417276119,"score_spread":0.2993446549877822,"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."}}