{"id":"W6948670530","doi":"10.5281/zenodo.11439651","title":"Zappify Amazon Reviews: All Truth Revealed! DON'T BUY Zappify In Amazon Until You Read This","year":2024,"lang":"de","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Religion, Theology, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Marketing buzz; Amazon rainforest; Battle; Sign (mathematics); Natural (archaeology); Simple (philosophy); Hacker; Flood myth; Happening; Principal (computer security)","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002746785,0.0008099033,0.0009777651,0.001416341,0.001550461,0.002544641,0.001908545,0.0005858137,0.3072253],"category_scores_gemma":[0.001013816,0.0007831066,0.0003327434,0.0006921099,0.0006751816,0.0003221596,0.001030735,0.001584204,0.2636955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005852838,"about_ca_system_score_gemma":0.00002989279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007579728,"about_ca_topic_score_gemma":0.00003582307,"domain_scores_codex":[0.9937798,0.001573976,0.001304595,0.001565082,0.0006571778,0.00111935],"domain_scores_gemma":[0.9969335,0.00006968139,0.0006595685,0.001424738,0.0005513504,0.0003611486],"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":[0.0001062181,0.00028917,0.000003509555,0.001377573,0.0002087743,0.0000395996,0.03635702,0.00000225767,0.00005520007,0.04211233,0.9022155,0.01723282],"study_design_scores_gemma":[0.0005901151,0.0004027106,0.00005566101,0.001807328,0.0002454691,0.00006408667,0.004421217,0.00003863158,0.000008237766,0.002711612,0.9888604,0.000794514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001291505,0.03239926,0.00005921641,0.002664171,0.004161814,0.00197007,0.0006403228,0.001069314,0.9557443],"genre_scores_gemma":[0.01365272,0.07945801,0.00009528232,0.0008788552,0.005846074,0.000001402002,0.008944956,0.01026553,0.8808572],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08664489,"threshold_uncertainty_score":0.9997494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05902086554399799,"score_gpt":0.2766285008324357,"score_spread":0.2176076352884377,"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."}}