{"id":"W4415304458","doi":"10.18733/cpi29775","title":"Photo 2","year":2025,"lang":"","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001975111,0.0006235181,0.0002353301,0.001097182,0.002784819,0.001222395,0.0005209424,0.000868256,0.6328668],"category_scores_gemma":[0.000768569,0.0003027646,0.0004190053,0.001193849,0.000389942,0.001096496,0.001440134,0.001585983,0.1807834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006235936,"about_ca_system_score_gemma":0.0008454142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02989819,"about_ca_topic_score_gemma":0.08624554,"domain_scores_codex":[0.9998754,0.00001985301,0.000002494022,0.00003055254,0.0000375897,0.00003405283],"domain_scores_gemma":[0.9995655,0.00004649679,0.00001414859,0.00004994093,0.0001823569,0.0001414909],"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":[0.00005669302,0.00002375086,0.0005835993,0.0001145808,0.000003087534,0.0004057737,0.0005441583,0.0001892072,0.0005076604,0.001150144,0.9673876,0.02903358],"study_design_scores_gemma":[0.00001703648,0.00001853254,0.004225962,0.00009735283,0.000005250487,0.0003006461,0.001567244,0.0002222418,0.0003323422,0.0006317985,0.9925649,0.00001682051],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005221413,0.0003834546,0.002539488,0.002736756,0.002408768,0.0003610715,0.02242501,0.001810485,0.9621135],"genre_scores_gemma":[0.06097523,0.0005938287,0.007011952,0.001773097,0.0004580647,0.0002400574,0.01405853,0.002303574,0.9125857],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3671332,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3861581100925361,"score_gpt":0.4044321799349764,"score_spread":0.01827406984244029,"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."}}