{"id":"W4413911461","doi":"10.32920/ifmj.v5i1-2.2445","title":"Papernest","year":2025,"lang":"en","type":"article","venue":"Interactive Film and Media Journal","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science","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":[0.0007340851,0.0007774027,0.0005872306,0.001869489,0.001740523,0.008377288,0.001424385,0.002487411,0.9072145],"category_scores_gemma":[0.00424263,0.0003725867,0.0005846677,0.001880353,0.0007209246,0.005076785,0.003665695,0.002016132,0.8014468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158236,"about_ca_system_score_gemma":0.001207995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0014343,"about_ca_topic_score_gemma":0.002177166,"domain_scores_codex":[0.9988636,0.0001415878,0.00008415782,0.0002780103,0.0005025545,0.0001300136],"domain_scores_gemma":[0.9982261,0.000262937,0.0001176325,0.0004230681,0.0005181828,0.0004519806],"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":[0.00008784456,0.00007974704,0.0004308125,0.0002867472,0.000008186268,0.0002326055,0.0002072319,0.00006267248,0.0005759056,0.01599422,0.7851092,0.1969249],"study_design_scores_gemma":[0.000003958941,0.000008413351,0.0001597333,0.00006354393,0.000001083587,0.00009191415,0.00005299339,0.00001762084,0.00008388247,0.0006830395,0.9988309,0.000002874267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007849519,0.0008535472,0.0007364798,0.001775681,0.003904812,0.00009880112,0.003033507,0.0009789709,0.9878333],"genre_scores_gemma":[0.003883281,0.000822952,0.0005056264,0.000932952,0.0005998579,0.00005228719,0.002362746,0.0006642413,0.990176],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9072145,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01866834305814108,"score_gpt":0.3409444486043777,"score_spread":0.3222761055462366,"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."}}