{"id":"W7085058270","doi":"10.5281/zenodo.17289565","title":"Geocoris amabilis St","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Arabic Language Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Predation; Bit (key); Predator; Carrion","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000942232,0.00007855101,0.000100442,0.000168265,0.005089647,0.0005033967,0.0007309407,0.00004912415,0.01988023],"category_scores_gemma":[0.002433358,0.00008239494,0.00003864807,0.0008298841,0.0003800674,0.0001955589,0.0005858047,0.0001503201,0.004059129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002561366,"about_ca_system_score_gemma":0.00001567735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002677943,"about_ca_topic_score_gemma":0.000009987404,"domain_scores_codex":[0.9985386,0.0004187625,0.0001603463,0.000271594,0.0003082613,0.0003024241],"domain_scores_gemma":[0.998895,0.0000636281,0.0000553285,0.0002931938,0.000593945,0.0000988291],"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":[0.00001120939,0.00008447962,0.00004349933,0.00001809206,0.00003463825,0.000002232211,0.02083921,0.000003444102,0.0001045357,0.06339741,0.7805766,0.1348847],"study_design_scores_gemma":[0.0001452608,0.00001960343,0.001050296,0.00001315476,0.000008697979,0.000001353145,0.01436797,0.000006390882,0.00003844641,0.0009368616,0.9833296,0.00008235426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01588047,0.0002184806,0.001846594,0.01069412,0.0004086796,0.0004366529,0.00006304901,0.0009666036,0.9694853],"genre_scores_gemma":[0.9668933,0.0002191521,0.0002951991,0.0006551329,0.0004099388,1.128628e-7,0.0002648041,0.0004534616,0.03080895],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9510128,"threshold_uncertainty_score":0.9967163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0367517206865579,"score_gpt":0.3214462654201011,"score_spread":0.2846945447335432,"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."}}