{"id":"W1979808706","doi":"10.1080/02604020601123072","title":"Approaching Homelessness: An Integral Re-Frame","year":2007,"lang":"en","type":"article","venue":"World Futures","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Status quo; Conformity; Meaning (existential); Diversity (politics); Frame (networking); Sociology; Intervention (counseling); Political science; Social psychology; Epistemology; Psychology; Computer science; Law","routes":{"ca_aff":true,"ca_fund":false,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001546144,0.0002339912,0.0005369098,0.0002149883,0.001414094,0.00003761768,0.0003734998,0.0002645644,0.0008050892],"category_scores_gemma":[0.00009329577,0.0001887402,0.00009757787,0.0005369456,0.00008337131,0.0002451625,0.0001107927,0.001204348,0.0001422553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001274762,"about_ca_system_score_gemma":0.0000904933,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001839785,"about_ca_topic_score_gemma":0.1714755,"domain_scores_codex":[0.9975657,0.0003640277,0.0005287071,0.0003641525,0.0003143806,0.000863047],"domain_scores_gemma":[0.998664,0.0003360697,0.0001838104,0.0004213713,0.0001136085,0.0002811836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002714302,0.0003300187,0.3125175,0.0003537618,0.0000744884,0.00008122078,0.3476947,0.00001403102,0.0003715164,0.1994095,0.00181556,0.1370663],"study_design_scores_gemma":[0.0006957001,0.00005620065,0.221893,0.0002054909,0.00002849969,2.134114e-7,0.6873467,0.00005062975,0.0001317621,0.006185706,0.08289528,0.0005108172],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9340041,0.0007569789,0.001119943,0.0003071016,0.002036042,0.0004180967,0.00000955569,0.0003804737,0.06096771],"genre_scores_gemma":[0.9912769,0.00003599827,0.001104079,0.0005284685,0.00405823,0.00004705423,0.00004492895,0.00005568099,0.002848681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.339652,"threshold_uncertainty_score":0.9998859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05592906696534856,"score_gpt":0.4221253412035486,"score_spread":0.3661962742382001,"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."}}