{"id":"W7084129575","doi":"10.6084/m9.figshare.30125470.v2","title":"LitterBug Offers Portable Toilets and Fence Panels Services","year":2025,"lang":"en","type":"dataset","venue":"Figshare","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fence (mathematics); Painting; Cabinet (room)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009746096,0.003437968,0.001602469,0.00303946,0.001131753,0.0027036,0.003865486,0.003035605,0.0452334],"category_scores_gemma":[0.003799549,0.0007089583,0.001660934,0.005058705,0.0006283808,0.0019447,0.002423382,0.002060052,0.09671979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001605909,"about_ca_system_score_gemma":0.001745475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04877076,"about_ca_topic_score_gemma":0.1252941,"domain_scores_codex":[0.9988607,0.0001958937,0.00009204409,0.0003589698,0.0002781973,0.0002141886],"domain_scores_gemma":[0.9984723,0.0003266435,0.0001751351,0.0003765977,0.0004331928,0.0002161957],"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":[0.00008502374,0.00003348189,0.001397162,0.0004801334,0.00002652445,0.00002864142,0.00002759111,0.000366369,0.00008810148,0.000357844,0.9944675,0.00264166],"study_design_scores_gemma":[0.0001932504,0.00002839577,0.006773338,0.0003235177,0.0000322838,0.00008020412,0.0001603091,0.001021935,0.0004585979,0.001166746,0.9897167,0.00004469919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002597748,0.00009466254,0.00009638057,0.00008066765,0.00004869331,0.000008723363,0.997946,0.0004811915,0.0009839494],"genre_scores_gemma":[0.0004629797,0.00005249408,0.0002252842,0.00004862188,0.000007124139,0.00002636514,0.9983217,0.0000493172,0.0008060027],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9547666,"threshold_uncertainty_score":0.1513208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1312704888732727,"score_gpt":0.3908610836733165,"score_spread":0.2595905948000438,"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."}}