{"id":"W4313131219","doi":"10.3030/774499","title":"GoJelly - A gelatinous solution to plastic pollution","year":2023,"lang":"en","type":"grant","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"Memory, Trauma, and Testimony","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Plastic pollution; Pollution; Environmental science; Chemistry; Environmental chemistry; Polymer science; Microplastics; Biology; Ecology","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002507085,0.000767894,0.001438998,0.002921739,0.001251585,0.00004512442,0.002567018,0.001484873,0.03510257],"category_scores_gemma":[0.0004960488,0.001033321,0.0008904815,0.002228327,0.001978962,0.0001597852,0.001118818,0.002086222,0.0351876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003271037,"about_ca_system_score_gemma":0.0009219399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03335429,"about_ca_topic_score_gemma":0.01606034,"domain_scores_codex":[0.9923034,0.001167175,0.0006154809,0.001671571,0.002493617,0.001748701],"domain_scores_gemma":[0.99428,0.001210167,0.0009214788,0.001554696,0.001129624,0.0009040523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.009720345,0.002335245,0.01591559,0.002272128,0.004906386,0.0103467,0.1292847,0.0003674709,0.001315189,0.001074691,0.7991886,0.023273],"study_design_scores_gemma":[0.008828201,0.00251077,0.02337705,0.003609668,0.002118283,0.0001637187,0.829791,0.0007788727,0.00002827427,0.001077524,0.1242162,0.003500416],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6869411,0.0008277929,0.002873427,0.0008729284,0.002585998,0.003380296,0.03255652,0.0005190602,0.2694429],"genre_scores_gemma":[0.5601236,0.0002646022,0.0008666817,0.00002617715,0.0004620729,0.000001733177,0.0007495248,0.0002648016,0.4372409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7005063,"threshold_uncertainty_score":0.9998114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06392949794592825,"score_gpt":0.2941168890195497,"score_spread":0.2301873910736214,"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."}}