{"id":"W4206919928","doi":"10.54825/ldxd9655","title":"Philippine Housing Takeover: How the urban poor claimed their right to shelter","year":2019,"lang":"en","type":"article","venue":"Radical Housing Journal","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Agency (philosophy); Victory; Human settlement; State (computer science); Repertoire; Politics; Settlement (finance); Political science; Government (linguistics); Public housing; Economic growth; Political economy; Business; Sociology; Law; Geography; Economics; Finance","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001297659,0.0001624774,0.0002185208,0.0001038736,0.001286885,0.0007844195,0.0004754083,0.0001342753,0.001877233],"category_scores_gemma":[0.0002003227,0.00009972645,0.0001560941,0.000465518,0.0002478602,0.0002986991,0.00004617024,0.0005994534,0.00010118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002581642,"about_ca_system_score_gemma":0.0003125861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007739564,"about_ca_topic_score_gemma":0.00142465,"domain_scores_codex":[0.9979171,0.0003838294,0.0002534951,0.0002107328,0.0007074421,0.0005274434],"domain_scores_gemma":[0.9989483,0.000160031,0.0001559311,0.0002056259,0.0001292986,0.0004008393],"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":[0.0005793501,0.0009244066,0.03470695,0.00006336693,0.0006120686,0.0003070535,0.2222815,0.00252843,0.02543836,0.07977745,0.3858253,0.2469559],"study_design_scores_gemma":[0.0004873443,0.00006793095,0.0007969837,0.00007633528,0.00002317915,0.00003220679,0.00272844,0.003219136,0.0001522031,0.0005658707,0.9916087,0.0002416363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.906635,0.0002258738,0.006921418,0.07751036,0.001656645,0.0003424956,0.000008530642,0.00009975133,0.006599946],"genre_scores_gemma":[0.9871126,0.0001054989,0.0007999809,0.005593915,0.002067054,0.000001658793,0.000002014277,0.00002758418,0.004289681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6057835,"threshold_uncertainty_score":0.9990352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575058277857483,"score_gpt":0.2632503701252652,"score_spread":0.2474997873466904,"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."}}