{"id":"W6930211440","doi":"10.5281/zenodo.12273356","title":"affordable housing business plan pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Light effects on plants","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Plan (archaeology); Population; Debt; Circumstantial evidence","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000297495,0.0002206807,0.0002071589,0.00009424283,0.0005719824,0.001031338,0.0008871963,0.0001841716,0.1577227],"category_scores_gemma":[0.0001364806,0.000105315,0.00005401903,0.0007326929,0.0000832371,0.0000883441,0.0008082901,0.0002661438,0.1597778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006457031,"about_ca_system_score_gemma":0.000001376116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001534776,"about_ca_topic_score_gemma":0.00001191411,"domain_scores_codex":[0.9984306,0.000166099,0.0001599594,0.0005127604,0.0003428556,0.0003877925],"domain_scores_gemma":[0.9994551,0.00002221838,0.0001024479,0.0001492112,0.0001313592,0.0001396449],"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":[0.00001170915,0.00004193896,6.772294e-7,0.0001167204,0.00003381103,0.0000378935,0.00004156395,6.032417e-7,0.004918191,0.0001782604,0.9555701,0.03904853],"study_design_scores_gemma":[0.00008251736,0.00008861202,0.0001095135,0.0002416634,0.00001932059,0.0000583045,0.00004670176,0.00001238427,0.0001305502,0.00007767945,0.9988883,0.0002445108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001324455,0.0003447582,0.00001748321,0.0004918887,0.0003248735,0.0004303956,0.0008635939,0.001855213,0.9943473],"genre_scores_gemma":[0.01812841,0.0003000152,0.0000836186,0.000205545,0.001679631,7.134393e-8,0.009057947,0.00169279,0.968852],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04331814,"threshold_uncertainty_score":0.9945215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02979824851693685,"score_gpt":0.2109328487442153,"score_spread":0.1811346002272784,"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."}}