{"id":"W7000469478","doi":"","title":"The Faculty Journey as Ontological Inquiry","year":2023,"lang":"en","type":"article","venue":"Rowan Digitals Works (Rowan University)","topic":"Polish Law and Legal System","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ontology; Focus (optics); Politics; Mount; Fundamental ontology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006565072,0.000167079,0.0002205992,0.0001384673,0.002041983,0.0007324111,0.0009445411,0.0002321486,0.00008520867],"category_scores_gemma":[0.000415491,0.0001332757,0.0002046521,0.001487459,0.0007553509,0.0008436362,0.0002030041,0.0002906828,0.0009046674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002805414,"about_ca_system_score_gemma":0.0003236863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001054476,"about_ca_topic_score_gemma":0.002707676,"domain_scores_codex":[0.9978461,0.000327708,0.0001887734,0.0003172226,0.0005387274,0.0007814127],"domain_scores_gemma":[0.9987433,0.0003612718,0.0001207176,0.0002702686,0.0001126878,0.0003917819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008080067,0.0000610438,0.004519891,0.000007532858,0.0001090095,0.0005426667,0.01215981,0.00009914336,0.000006867422,0.8336813,0.1328965,0.01583542],"study_design_scores_gemma":[0.0002407624,0.00003388975,0.002810329,0.00004845787,0.00001332914,0.00000302429,0.03733879,0.000005715218,0.000009021703,0.002716891,0.9565815,0.0001983351],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1476221,0.00009634723,0.0001009688,0.006922019,0.0006340595,0.0002657752,0.00001581256,0.0006158196,0.8437271],"genre_scores_gemma":[0.9282711,0.000158515,0.000008019329,0.0001947446,0.0003725389,0.000001090274,0.00001663877,0.00001181125,0.07096561],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8309644,"threshold_uncertainty_score":0.9998732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07930518965828666,"score_gpt":0.326430547746494,"score_spread":0.2471253580882074,"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."}}