{"id":"W4236873009","doi":"10.32920/ryerson.14652273.v1","title":"The Lost Seahorse","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Generational Differences and Trends","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Seahorse; Portrait; Identity (music); Psychoanalysis; Genealogy; Poetry; History; Psychology; Art; Art history; Aesthetics; Literature; Zoology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002638894,0.00006752009,0.00007165053,0.00001060976,0.0006204054,0.0005945587,0.0002790884,0.0001152679,0.001848282],"category_scores_gemma":[0.00007296578,0.00004201992,0.00008313076,0.00006233048,0.000125779,0.00002235003,0.0002294165,0.0001772508,0.00008875383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003004985,"about_ca_system_score_gemma":0.0004855998,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003814948,"about_ca_topic_score_gemma":0.07055074,"domain_scores_codex":[0.9991369,0.0001296865,0.00009364975,0.0001661046,0.0003227412,0.0001508691],"domain_scores_gemma":[0.9995182,0.00009442573,0.00003684076,0.0001753921,0.0001167365,0.00005841891],"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":[0.000001925938,0.00004057969,0.002529787,0.000008294787,0.00006879334,0.000007608519,0.005993424,0.0001290378,0.0000101283,0.9344823,0.03216945,0.02455866],"study_design_scores_gemma":[0.00009955525,0.00001118697,0.035087,0.00003902872,0.0000424361,5.214844e-7,0.02329629,0.0005215414,0.00007140521,0.05977277,0.8806252,0.0004330302],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07666764,0.000988201,0.0002048701,0.02326082,0.001938776,0.0001113483,0.000008312124,0.00003926896,0.8967808],"genre_scores_gemma":[0.8762025,0.000794328,0.00023721,0.000175136,0.0005110123,0.00001197809,0.00002918192,0.00000336801,0.1220353],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8747095,"threshold_uncertainty_score":0.9990641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05378945871819878,"score_gpt":0.3435863938008478,"score_spread":0.289796935082649,"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."}}